Updated on 2025/03/27

写真a

 
Takao Masaki
 
Organization
Graduate School of Medicine Program for Medical Sciences Professor
Title
Professor
Contact information
メールアドレス
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Degree

  • MD, PhD ( Osaka University )

Research Interests

  • Hip Osteoarthritis

  • Orthopaedic Surgery

  • Rehabilitation

  • Navigation

  • Osteonecrosis of the Femoral Head

  • Computer Assisted Surgery

  • Hip Surgery

  • Fracture

Research Areas

  • Life Science / Orthopedics

Research Subject

  • Biomechanics of Musculoskeletal System

  • Pathological Study on Osteonecrosis of the Femoral Head

  • Clinical Application of Artificial Intelligence

  • Computer Assisted Orthopaedic Surgery

Research History

  • Ehime University   Deparment of Bone and Joint Surgery   Professor

    2022.4

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  • Osaka University Graduate School of Medicine   Department of Orthopaedic Surgery   Associate Professor

    2018.7 - 2022.3

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  • Osaka University Graduate School of Medicine   Department of Orthopaedic Medical Engineering   Endowed Associate Professor

    2016.1 - 2018.6

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  • Osaka University Graduate School of Medicine   Department of Orthopaedic Surgery   Assistant Professor

    2010.1 - 2015.12

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Professional Memberships

  • Japanese Association for Medical Artificial Intelligence

    2020.2

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  • THE JAPANESE ORTHOPAEDIC ASSOCIATION

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  • Japanese Society of Replacement Arthroplasty

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  • JAPANESE HIP SOCIETY

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  • THE JAPAN SOCIETY OF COMPUTER AIDED SURGERY

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  • Japan Society of Computer Assisted Orthopaedic Surgery

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  • Japanese Investigation Committee for Osteonecrosis under the Auspices of the Ministry of Health, Labor, and Welfare

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  • Orthopaedic Research Society

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  • THE CENTRAL JAPAN ASSOCIATION OF ORTHOPAEDIC SURGERY AND TRAUMATOLOGY

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Committee Memberships

  • Japan Society of Computer Aided Surgery   Director  

    2021.11   

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    Committee type:Academic society

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  • Japan Hip Society   Academic Director  

    2019.10   

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    Committee type:Academic society

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  • Japan Hip Society   Councillor  

    2018.10   

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    Committee type:Academic society

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  • The Central Japan Association of Orthopaedic Surgery & Traumatology   Councillor  

    2018.10   

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  • Japanese Society for Replacement Arthroplasty   Councillor  

    2018.2   

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    Committee type:Academic society

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  • 骨折治療を考える会   世話人  

    2017.6   

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    Committee type:Other

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  • International Society of Computer Assisted Orthopaedic Surgery   Executive Committee Member  

    2017.6   

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    Committee type:Academic society

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  • Journal of Orthopaedic Science   Editorial Board Member  

    2016.9   

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    Committee type:Academic society

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  • Japan Hip Society   Academic Councillor  

    2015.10   

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    Committee type:Academic society

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  • Japanese Investigation Committee of Intractable Diseases under the Auspices of the Ministry of Health, Labor, and Welfare   Research Collaborator  

    2014.4   

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    Committee type:Academic society

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  • Japan Society of Computer Aided Surgery   Councillor  

    2013.11   

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    Committee type:Academic society

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  • The Japan Society of Computer Assisted Orthopaedic Surgery   Secretariat General  

    2009   

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    Committee type:Academic society

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  • Kansai Regional Society for Hip Joint Research   Manager  

    2009   

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    Committee type:Academic society

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Papers

  • Artificial intelligence-based analysis of lower limb muscle mass and fatty degeneration in patients with knee osteoarthritis and its correlation with Knee Society Score

    Kohei Kono, Tomofumi Kinoshita, Mazen Soufi, Yoshito Otake, Yuto Masaki, Keisuke Uemura, Tatsuhiko Kutsuna, Kazunori Hino, Takuma Miyamoto, Yasuhito Tanaka, Yoshinobu Sato, Masaki Takao

    International Journal of Computer Assisted Radiology and Surgery   2024.11

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    Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    Abstract

    Purpose

    Lower-limb muscle mass reduction and fatty degeneration develop in patients with knee osteoarthritis (KOA) and could affect their symptoms, satisfaction, expectation and functional activities. The Knee Society Scoring System (KSS) includes patient reported outcome measures, which is widely used to evaluate the status of knee function of KOA. This study aimed to clarify how muscle mass and fatty degeneration of the lower limb correlate with the KSS in patients with KOA.

    Methods

    This study included 43 patients with end-stage KOA, including nine males and 34 females. Computed tomography (CT) images of the lower limb obtained for the planning of total knee arthroplasty were utilized. Ten muscle groups were segmented using our artificial-intelligence-based methods. Muscle volume was standardized by dividing by their height squared. The mean CT value for each muscle group was calculated as an index of fatty degeneration. Bivariate analysis between muscle volume or CT values and KSS was performed using Spearman’s rank correlation test. Multiple regression analysis was performed, and statistical significance was set at p  < 0.05.

    Results

    Bivariate analysis showed that the functional activity score was significantly correlated with the mean CT value of all muscle groups except the adductors and iliopsoas. Multiple regression analysis revealed that the functional activities score was significantly associated with the mean CT values of the gluteus medius and minimus muscles and the anterior and lateral compartments of the lower leg (β = 0.42, p = 0.01; β = 0.33, p = 0.038; and β = 0.37, p = 0.014, respectively).

    Conclusion

    Fatty degeneration, rather than muscle mass, in the lower-limb muscles was significantly associated with functional activities score of the KSS in patients with end-stage KOA. Notably, the gluteus medius and minimus and the anterior and lateral compartments of the lower leg are important muscles associated with functional activities.

    DOI: 10.1007/s11548-024-03284-y

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    Other Link: https://link.springer.com/article/10.1007/s11548-024-03284-y/fulltext.html

  • CT・MRIに基づく筋骨格モデリングと簡易動作計測を統合した患者個別バイオメカニクスシミュレーション

    伊藤 善久, 大竹 義人, 崇風 まあぜん, 李 かん萍, 谷口 匡史, 八木 優英, 田原 大輔, 高尾 正樹, 岩佐 諦, 上村 圭亮, 市橋 則明, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   43回   49 - 49   2024.8

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  • 大規模データベースにおける体幹部CT画像の自動筋骨格系セグメンテーションと解析(Automated musculoskeletal segmentation and analysis of torso CT images in a large-scale database)

    ゴリン・サナー・アミナ, 崇風 まあぜん, 大竹 義人, 政木 勇人, 村上 陽子, 永谷 幸裕, 渡邉 嘉之, 上村 圭亮, 高尾 正樹, 菅野 伸彦, 藤森 孝人, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   43回   122 - 123   2024.8

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  • 大規模データベースにおける体幹部CT画像の自動筋骨格系セグメンテーションと解析

    ゴリンサナー・アミナ, 崇風 まあぜん, 大竹 義人, 政木 勇人, 村上 陽子, 永谷 幸裕, 渡邉 嘉之, 上村 圭亮, 高尾 正樹, 菅野 伸彦

    日本医用画像工学会大会予稿集   43回   49 - 49   2024.8

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  • CT・MRIに基づく筋骨格モデリングと簡易動作計測を統合した患者個別バイオメカニクスシミュレーション

    伊藤 善久, 大竹 義人, 崇風 まあぜん, 李 かん萍, 谷口 匡史, 八木 優英, 田原 大輔, 高尾 正樹, 岩佐 諦, 上村 圭亮, 市橋 則明, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   43回   120 - 121   2024.8

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  • 変形性膝関節症における内反変形の進行が下肢筋群の筋体積・脂肪変性に与える影響 深層学習モデルを用いた検証

    鈴木 美奈実, 木下 智文, 河野 康平, 忽那 辰彦, 日野 和典, 高尾 正樹, Mazen Soufi, 大竹 義人, 佐藤 嘉伸

    日本関節病学会誌   43 ( 2 )   251 - 251   2024.6

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  • Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs.

    Masachika Masuda, Mazen Soufi, Yoshito Otake, Keisuke Uemura, Sotaro Kono, Kazuma Takashima, Hidetoshi Hamada, Yi Gu, Masaki Takao, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato

    Int. J. Comput. Assist. Radiol. Surg.   19 ( 5 )   903 - 915   2024.5

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    DOI: 10.1007/s11548-024-03087-1

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  • 変形性膝関節症における下肢筋肉の変性がTKA術後成績に及ぼす影響 深層学習モデルを用いた検討

    河野 康平, 木下 智文, 津田 貴史, 渡森 一光, 忽那 辰彦, 高尾 正樹, Soufi Mazen, 大竹 義人, 佐藤 嘉伸

    中部日本整形外科災害外科学会雑誌   67 ( 春季学会 )   210 - 210   2024.4

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  • AIが開く整形外科の未来 AIを用いた股関節CT画像とX線画像の解析と応用

    上村 圭亮, 谷 懿, 大竹 義人, Mazen Soufi, 前 裕和, 高嶋 和磨, 濱田 英敏, 高尾 正樹, 佐藤 嘉伸, 菅野 伸彦, 岡田 誠司

    日本整形外科学会雑誌   98 ( 3 )   S666 - S666   2024.3

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  • 変形性膝関節症における下肢筋肉がTKA術後成績に及ぼす影響 深層学習モデルを用いた検討

    河野 康平, 木下 智文, 津田 貴史, 渡森 一光, 忽那 辰彦, 日野 和典, 崇風 まあぜん, 大竹 義人, 佐藤 嘉伸, 高尾 正樹

    日本整形外科学会雑誌   98 ( 2 )   S214 - S214   2024.3

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  • Leg length discrepancy should be assessed based on the whole length of the lower limb in patients with osteoarthritis secondary to developmental dysplasia of the hip. International journal

    Ryuichi Sato, Hidetoshi Hamada, Keisuke Uemura, Kazuma Takashima, Wataru Ando, Masaki Takao, Mitsuru Saito, Nobuhiko Sugano

    Bone & joint open   5 ( 2 )   79 - 86   2024.2

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    AIMS: This study aimed to investigate the incidence of ≥ 5 mm asymmetry in lower and whole leg lengths (LLs) in patients with unilateral osteoarthritis (OA) secondary to developmental dysplasia of the hip (DDH-OA) and primary hip osteoarthritis (PHOA), and the relationship between lower and whole LL asymmetries and femoral length asymmetry. METHODS: In total, 116 patients who underwent unilateral total hip arthroplasty were included in this study. Of these, 93 had DDH-OA and 23 had PHOA. Patients with DDH-OA were categorized into three groups: Crowe grade I, II/III, and IV. Anatomical femoral length, femoral length greater trochanter (GT), femoral length lesser trochanter (LT), tibial length, foot height, lower LL, and whole LL were evaluated using preoperative CT data of the whole leg in the supine position. Asymmetry was evaluated in the Crowe I, II/III, IV, and PHOA groups. RESULTS: The incidences of whole and lower LL asymmetries were 40%, 62.5%, 66.7%, and 26.1%, and 21.7%, 20.8%, 55.6%, and 8.7% in the Crowe I, II/III, and IV, and PHOA groups, respectively. The incidence of tibial length asymmetry was significantly higher in the Crowe IV group (44.4%) than that in the PHOA group (4.4%). In all, 50% of patients with DDH-OA with femoral length GT and LT asymmetries had lower LL asymmetry, and 75% had whole LL asymmetry. The incidences of lower and whole LL asymmetries were 20% and 42.9%, respectively, even in the absence of femoral length GT and LT asymmetries. CONCLUSION: Overall, 43% of patients with unilateral DDH-OA without femoral length asymmetry had whole LL asymmetry of ≥ 5 mm. Thus, both the femur length and whole LL should be measured to accurately assess LL discrepancy in patients with unilateral DDH-OA.

    DOI: 10.1302/2633-1462.52.BJO-2023-0152.R1

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  • Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs.

    Masachika Masuda, Mazen Soufi, Yoshito Otake, Keisuke Uemura, Sotaro Kono, Kazuma Takashima, Hidetoshi Hamada, Yi Gu, Masaki Takao, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato

    CoRR   abs/2401.00159   2024

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    DOI: 10.48550/arXiv.2401.00159

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  • Establishment of a uniform histological evaluation method for early stage osteophytes in the destabilization of the medial meniscus mouse model. International journal

    Akihiro Jono, Yuta Yanagihara, Tomofumi Kinoshita, Masaki Takao, Yuuki Imai

    Osteoarthritis and cartilage open   5 ( 4 )   100409 - 100409   2023.12

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    BACKGROUND: Osteophyte formation is attracting attention as an early-stage pathology of knee osteoarthritis (OA). Although osteophyte formation is understood as a defense response to joint instability, its role and impact on OA remain largely unknown. Many studies have been conducted using the surgical destabilization of the medial meniscus (DMM) mouse model, but there are few standard evaluation methods, especially in the histological evaluation of early-stage osteophytes. The purpose of this study was to establish a reproducible and uniform method for histological evaluation of characteristics of early osteophyte formation in the DMM mouse model. METHODS: Male mice were operated with DMM at 12 weeks old and histologically evaluated at 4 days and 1, 2 and 4 weeks after DMM. Osteophyte Width, Osteophyte Area, and Original and Modified Maturity Scores were used to evaluate osteophytes for all sections. RESULTS: Osteophyte Width, Osteophyte Area and Maturity Scores were all greater anteriorly than posteriorly in the knee joint. The Modified Maturity Score was more strongly correlated with position than the Original Maturity Score, and could be used to evaluate early-stage osteophyte formation. CONCLUSION: The Modified Maturity Score as well as Osteophyte Width and Area at the section of the anterior cruciate ligament (ACL) attachment site can provide a reproducible evaluation method to histologically assess the early-stage osteophyte formation in the DMM mouse model.

    DOI: 10.1016/j.ocarto.2023.100409

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  • Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography.

    Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato

    Medical Image Anal.   90   102970 - 102970   2023.12

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    DOI: 10.1016/j.media.2023.102970

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  • Development and validation of an open-source tool for opportunistic screening of osteoporosis from hip CT images. International journal

    Keisuke Uemura, Yoshito Otake, Kazuma Takashima, Hidetoshi Hamada, Takashi Imagama, Masaki Takao, Takashi Sakai, Yoshinobu Sato, Seiji Okada, Nobuhiko Sugano

    Bone & joint research   12 ( 9 )   590 - 597   2023.9

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    AIMS: This study aimed to develop and validate a fully automated system that quantifies proximal femoral bone mineral density (BMD) from CT images. METHODS: The study analyzed 978 pairs of hip CT and dual-energy X-ray absorptiometry (DXA) measurements of the proximal femur (DXA-BMD) collected from three institutions. From the CT images, the femur and a calibration phantom were automatically segmented using previously trained deep-learning models. The Hounsfield units of each voxel were converted into density (mg/cm3). Then, a deep-learning model trained by manual landmark selection of 315 cases was developed to select the landmarks at the proximal femur to rotate the CT volume to the neutral position. Finally, the CT volume of the femur was projected onto the coronal plane, and the areal BMD of the proximal femur (CT-aBMD) was quantified. CT-aBMD correlated to DXA-BMD, and a receiver operating characteristic (ROC) analysis quantified the accuracy in diagnosing osteoporosis. RESULTS: CT-aBMD was successfully measured in 976/978 hips (99.8%). A significant correlation was found between CT-aBMD and DXA-BMD (r = 0.941; p < 0.001). In the ROC analysis, the area under the curve to diagnose osteoporosis was 0.976. The diagnostic sensitivity and specificity were 88.9% and 96%, respectively, with the cutoff set at 0.625 g/cm2. CONCLUSION: Accurate DXA-BMD measurements and diagnosis of osteoporosis were performed from CT images using the system developed herein. As the models are open-source, clinicians can use the proposed system to screen osteoporosis and determine the surgical strategy for hip surgery.

    DOI: 10.1302/2046-3758.129.BJR-2023-0115.R1

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  • Progression of varus deformity in osteoarthritic knees induces anterior paradoxical motion of the femur during early knee flexion. International journal

    Tomofumi Kinoshita, Kazunori Hino, Tatsuhiko Kutsuna, Kunihiko Watamori, Takashi Tsuda, Masaki Takao

    Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA   31 ( 9 )   3898 - 3905   2023.9

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    PURPOSE: The purpose of this study was to investigate the position of the femur relative to the tibia throughout range of motion in the osteoarthritic knee to evaluate knee kinematics and assess its relationship with the degree of varus deformity. METHODS: In this study, 116 preoperative knees with varus deformity were evaluated using a navigation system. The internal-external, anteroposterior, and mediolateral positions of the femur relative to the tibia were measured at maximum extension, 15°, 30°, 45°, 60°, 90°, 105°, and 120°, and maximum flexion angles. From these parameters, two-dimensional translation of the surgical epicondylar axis was projected onto the tibial axial plane, and the femoral movement was evaluated relative to the tibia. In addition, the knees were retrospectively classified into three groups according to their degrees of preoperative hip-knee-ankle angle: mild (< 10°), moderate (10°-20°), and severe (> 20°). Then, the differences in each parameter between these groups were investigated. The Steel-Dwass test was performed to identify the difference among three groups. Statistical significance was set at p values < 0.05. RESULTS: There was a significant difference in the anteroposterior position of the femur relative to the tibia among the three groups, especially from extension to early flexion (p < 0.05). The anteroposterior position at knee extension deviated posteriorly according to the progression of varus deformity. Rotational and mediolateral translation were not significantly different among the groups. Normal knee kinematics were diminished in almost all cases in each group. In addition, anterior paradoxical motion of the femur during early knee flexion was observed in 45.6% (n = 26), 57.1% (n = 28), and 80.0% (n = 8) of cases in the mild, moderate, and severe groups, respectively. The anteroposterior position of the femur relative to the tibia at knee extension was significantly more posterior in patients with than in those without anterior paradoxical motion (p < 0.0001). CONCLUSION: The anteroposterior position of the femur relative to the tibia changed according to the progression of varus deformity in osteoarthritic knees, especially from knee extension to early flexion. Posterior deviation of the femur at knee extension induced its anteroposterior movement relative to the tibia, resulting in anterior paradoxical motion. LEVEL OF EVIDENCE: III.

    DOI: 10.1007/s00167-023-07363-6

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  • Difference in implant design affects midflexion rotational laxity in cruciate-retaining total knee arthroplasty: a computer navigation study. International journal

    Takashi Tsuda, Kazunori Hino, Tatsuhiko Kutsuna, Kunihiko Watamori, Tomofumi Kinoshita, Masaki Takao

    Journal of experimental orthopaedics   10 ( 1 )   85 - 85   2023.8

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    PURPOSE: This study aimed to compare midflexion rotational laxity between two different design concept models of cruciate-retaining total knee arthroplasty: symmetrical surface design of neutral joint line obliquity and asymmetrical surface design of varus joint line obliquity. METHODS: Sixty-three knees that underwent cruciate-retaining total knee arthroplasty were evaluated. Manual maximum passive rotational stress without acceleration was applied to the knees under navigation monitoring. Pre-operative and post-operative internal and external rotational angles were measured at 30°, 45°, 60°, and 90° knee flexion. RESULTS: The post-operative internal rotational laxity was significantly increased compared with pre-operative levels at 30°, 45°, 60°, and 90° flexion among all subjects (mean 9.7° vs 11.1°, 10.6° vs 11.6°, 11.2° vs 12.9°, and 13.2° vs 14.9°; p = 0.01, 0.04, 0.001, and 0.008, respectively). The post-operative external rotational laxity was significantly decreased compared to pre-operative levels at 30°, 45°, 60°, and 90° flexion among all subjects (mean 10.8° vs 6.8°, 12.5° vs 9.4°, 12.8° vs 10.0°, and 11.3° vs 9.5°; p < 0.0001, < 0.0001, < 0.0001, and 0.0008, respectively). The post-operative total rotational laxity significantly decreased, compared with pre-operative levels, at 30° and 45° flexion among all subjects (mean 20.4° vs 17.9°, and 23.1° vs 21.1°; p = 0.002 and 0.04, respectively). The post-operative total rotational laxity was significantly smaller in asymmetrically designed total knee arthroplasty than in symmetrically designed total knee arthroplasty at 30°, 45°, and 60° flexion (mean 19.3° vs 15.8°, 22.8° vs 18.7°, and 24.4° vs 20.8°; p = 0.03, 0.03, and 0.02, respectively), whereas no significant difference was observed at 90° flexion. CONCLUSION: Compared to symmetrical surface design, asymmetrical surface design resulted in lower rotational laxity at the midflexion range in cruciate-retaining total knee arthroplasty. LEVEL OF EVIDENCE: III.

    DOI: 10.1186/s40634-023-00652-6

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  • 超音波による複数パノラマ断層撮影と統計形状モデルフィッティングを用いた患者個別下肢全体筋骨格形状の予測

    冨木田 悠生, 政木 勇人, 大竹 義人, 崇風 まあぜん, 上村 圭亮, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   42回   78 - 79   2023.7

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    超音波画像診断装置は,非侵襲・短時間で撮影可能であり高時間高分解能な画像が取得できるため,筋肉の解析に適したモダリティである.しかし,撮影範囲には制限があり,3次元的な解析が困難である.そこで本研究では下肢を撮像した複数のパノラマ超音波断面を用いて,下肢全体の筋骨格の形状を予測することを目的とする.具体的には,パノラマ超音波の複数断面の撮像には,モーションキャプチャーを用いて,パノラマ断面とそれに対応する位置情報を取得する.筋骨格の形状予測には,CTデータベースを用いて統計形状モデルを構築し,構築したモデルと取得したデータを用いることで,筋骨格の形状を予測し,推定精度を求めるため,1人の被験者から得られた同一箇所の3次元MRI画像と複数の超音波パノラマ断面を用いて,定量的な評価を行う.この手法により,パノラマ超音波画像を複数取得するだけで,広範囲の筋骨格形状を取得することが可能となる.(著者抄録)

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  • 体幹部筋骨格の年齢変化統計モデルの構築

    坂本 龍士郎, 政木 勇人, 大竹 義人, 崇風 まあぜん, 上村 圭亮, 高尾 正樹, 明石 敏明, 森 健策, 合田 憲人, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   42回   74 - 75   2023.7

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    体幹部筋骨格モデルを構築し,加齢変化に基づく,体幹部筋骨格の変形過程を理解することは,手術計画や生体力学解析に重要である.本研究では,大規模なCTデータベースを用いて,連続的な各年齢の男女別の体幹部筋骨格の統計形状モデル(SSM)を構築する.J-MIDデータベースと共同研究施設で収集した4万症例以上のデータを活用し,従来は部分的な骨格形状に限定されていたSSM構築を,本研究では体幹部の複数の筋骨格構造を含めたSSMの構築を行う.構築された各年齢の統計形状モデルの性能評価を行い,筋骨格形状の加齢変化について調査する.(著者抄録)

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  • Decomposition of musculoskeletal structures from radiographs using an improved CycleGAN framework. International journal

    Naoki Nakanishi, Yoshito Otake, Yuta Hiasa, Yi Gu, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato

    Scientific reports   13 ( 1 )   8482 - 8482   2023.5

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    This paper presents methods of decomposition of musculoskeletal structures from radiographs into multiple individual muscle and bone structures. While existing solutions require dual-energy scan for the training dataset and are mainly applied to structures with high-intensity contrast, such as bones, we focused on multiple superimposed muscles with subtle contrast in addition to bones. The decomposition problem is formulated as an image translation problem between (1) a real X-ray image and (2) multiple digitally reconstructed radiographs, each of which contains a single muscle or bone structure, and solved using unpaired training based on the CycleGAN framework. The training dataset was created via automatic computed tomography (CT) segmentation of muscle/bone regions and virtually projecting them with geometric parameters similar to the real X-ray images. Two additional features were incorporated into the CycleGAN framework to achieve a high-resolution and accurate decomposition: hierarchical learning and reconstruction loss with the gradient correlation similarity metric. Furthermore, we introduced a new diagnostic metric for muscle asymmetry directly measured from a plain X-ray image to validate the proposed method. Our simulation and real-image experiments using real X-ray and CT images of 475 patients with hip diseases suggested that each additional feature significantly enhanced the decomposition accuracy. The experiments also evaluated the accuracy of muscle volume ratio measurement, which suggested a potential application to muscle asymmetry assessment from an X-ray image for diagnostic and therapeutic assistance. The improved CycleGAN framework can be applied for investigating the decomposition of musculoskeletal structures from single radiographs.

    DOI: 10.1038/s41598-023-35075-x

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  • Reply to the Letter to the Editor: Is There an Association Between Femoral Head Collapse and Acetabular Coverage in Patients With Osteonecrosis? International journal

    Makoto Iwasa, Wataru Ando, Keisuke Uemura, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    Clinical orthopaedics and related research   481 ( 7 )   1453 - 1454   2023.5

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    DOI: 10.1097/CORR.0000000000002690

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  • CT画像を用いた大腿骨近位部の骨密度測定システムの作成

    上村 圭亮, 大竹 義人, 高尾 正樹, 佐藤 嘉伸, 岡田 誠司, 菅野 伸彦

    日本コンピュータ外科学会誌   25 ( 1 )   22 - 25   2023.4

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  • The effect of patient positioning on measurements of bone mineral density of the proximal femur: a simulation study using computed tomographic images. International journal

    Keisuke Uemura, Masaki Takao, Yoshito Otake, Kazuma Takashima, Hidetoshi Hamada, Wataru Ando, Yoshinobu Sato, Nobuhiko Sugano

    Archives of osteoporosis   18 ( 1 )   35 - 35   2023.2

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    UNLABELLED: The patient's position may affect the bone mineral density (BMD) measurements; however, the extent of this effect is undefined. This CT image-based simulation study quantified changes in BMD induced by hip flexion, adduction, and rotations to recommend appropriate patient positioning when acquiring dual-energy x-ray absorptiometry images. PURPOSE: Several studies have analyzed the effect of hip rotation on the measurement of bone mineral density (BMD) of the proximal femur by dual-energy x-ray absorptiometry (DXA). However, as the effects of hip flexion and abduction on BMD measurements remain uncertain, a computational simulation study using CT images was performed in this study. METHODS: Hip CT images of 120 patients (33 men and 87 women; mean age, 82.1 ± 9.4 years) were used for analysis. Digitally reconstructed radiographs of the proximal femur region were generated from CT images to calculate the BMD of the proximal femur region. BMD at the neutral position was quantified, and the percent changes in BMD when hip internal rotation was altered from -30° to 15°, when hip flexion was altered from 0° to 30°, and when hip abduction was altered from -15° to 30° were quantified. Analyses were automatically performed with a 1° increment in each direction using computer programming. RESULTS: The alteration of hip angles in each direction affected BMD measurements, with the largest changes found for hip flexion (maximum change of 17.7% at 30° flexion) and the smallest changes found for hip rotation (maximum change of 2.2% at 15° internal rotation). The BMD measurements increased by 0.34% for each 1° of hip abduction, and the maximum change was 12.3% at 30° abduction. CONCLUSION: This simulation study quantified the amount of BMD change induced by altering the hip position. Based on these results, we recommend that patients be positioned carefully when acquiring DXA images.

    DOI: 10.1007/s11657-023-01225-x

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  • Rotational-motion measurement of the sacroiliac joint using upright MRI scanning and intensity-based registration: is there a sex difference? International journal

    Tetsuro Tani, Masaki Takao, Mazen Soufi, Yoshito Otake, Norio Fukuda, Hidetoshi Hamada, Keisuke Uemura, Yoshinobu Sato, Nobuhiko Sugano

    International journal of computer assisted radiology and surgery   18 ( 1 )   79 - 84   2023.1

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    PURPOSE: The sacroiliac joint (SIJ) has attracted increasing attention as a source of low back and groin pain, but the kinematics of SIJ against standing load and its sex difference remain unclear due to the difficulty of in vivo load study. An upright magnetic resonance imaging (MRI) system can provide in vivo imaging both in the supine and standing positions. The reliability of the mobility of SIJ against the standing load was evaluated and its sex difference was examined in healthy young volunteers using an upright MRI. METHOD: Static (reliability) and kinematic studies were performed. In the static study, a dry bone of pelvic ring embedded in gel form and frozen in the plastic box was used. In the kinematic study, 19 volunteers (10 males, 9 females) with a mean age of 23.9 years were included. The ilium positions for the sacrum in supine and standing positions were measured against the pelvic coordinates to evaluate the mobility of the SIJ. RESULTS: In the static study, the residual error of the rotation of the SIJ study was < 0.2°. In the kinematic study, the mean values of SIJ sagittal rotation from supine to standing position in males and females were - 0.9° ± 0.7° (mean ± standard deviation) and - 1.7° ± 0.8°, respectively. The sex difference was statistically significant (p = 0.04). The sagittal rotation of the SIJ showed a significant correlation with the sacral slope. CONCLUSION: The residual error for measuring the SIJ rotation using the upright MRI was < 0.2°. The young healthy participants showed sex differences in the sagittal rotation of the SIJ against the standing load and the females showed a larger posterior rotation of the ilium against the sacrum from the supine to standing position than the males. Therefore, upright MRI is useful to investigate SIJ motion.

    DOI: 10.1007/s11548-022-02806-w

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  • Artificial intelligence-based volumetric analysis of muscle atrophy and fatty degeneration in patients with hip osteoarthritis and its correlation with health-related quality of life. International journal

    Makoto Iwasa, Masaki Takao, Mazen Soufi, Keisuke Uemura, Yoshito Otake, Hidetoshi Hamada, Yoshinobu Sato, Nobuhiko Sugano, Seiji Okada

    International journal of computer assisted radiology and surgery   18 ( 1 )   71 - 78   2023.1

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    PURPOSE: Artificial intelligence (AI) technologies have enabled precise three-dimensional analysis of individual muscles on computed tomography (CT) or magnetic resonance images via automatic segmentation. This study aimed to perform three-dimensional assessments of pelvic and thigh muscle atrophy and fatty degeneration in patients with unilateral hip osteoarthritis using CT and to evaluate the correlation with health-related quality of life (HRQoL). METHODS: The study included one man and 43 women. Six muscle groups were segmented, and the muscle atrophy ratio was calculated volumetrically. The degree of fatty degeneration was defined as the difference between the mean CT values (Hounsfield units [HU]) of the healthy and affected sides. HRQoL was evaluated using the Western Ontario and McMaster Universities Osteoarthritis (WOMAC) index and the Japanese Orthopaedic Association Hip Disease Evaluation Questionnaire (JHEQ). RESULTS: The mean muscle atrophy rate was 16.3%, and the mean degree of muscle fatty degeneration was 7.9 HU. Multivariate correlation analysis revealed that the WOMAC stiffness subscale was significantly related to fatty degeneration of the hamstrings, the WOMAC physical function subscale was significantly related to fatty degeneration of the iliopsoas muscle, and the JHEQ movement subscale was significantly related to fatty degeneration of the hip adductors. CONCLUSION: We found that fatty degeneration of the hamstrings, iliopsoas, and hip adductor muscles was significantly related to HRQoL in patients with hip osteoarthritis. These findings suggest that these muscles should be targeted during conservative rehabilitation for HOA and perioperative rehabilitation for THA.

    DOI: 10.1007/s11548-022-02797-8

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  • 【立位・座位での医用画像イメージングとその応用】立位CTからの筋骨格自動セグメンテーションの精度検証

    箱谷 知輝, 大竹 義人, 崇風 まあぜん, 橋本 正弘, 山田 祥岳, 山田 稔, 横山 陽一, 上村 圭亮, 高尾 正樹, 菅野 伸彦, 陣崎 雅弘, 佐藤 嘉伸

    MEDICAL IMAGING TECHNOLOGY   41 ( 1 )   21 - 25   2023.1

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    医用画像から得られる被験者個別の解剖構造に忠実な筋骨格モデルは,運動障害の原因の解明用途において重要である.一方,体位によって運動器の力学的・動態的な条件は異なるため,立位で行う動作における筋骨格モデルは,臥位において撮影された医用画像ではなく立位において撮影された医用画像から作成されることが望ましい.しかし,立位における医用画像は臥位における医用画像ほど普及しておらず,扱えるデータの数は限定的である.そのためわれわれは,一般に広く普及している臥位による医用画像を有効利用するため,立位時の筋骨格変形を定量化し,臥位の医用画像から立位の医用画像を予測することを目指している.本稿ではその第一段階として,同一被験者により撮影された臥位・立位CT画像を自動セグメンテーションし,その精度を検証した結果を報告する.(著者抄録)

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  • 【立位・座位での医用画像イメージングとその応用】立位CTからの筋骨格自動セグメンテーションの精度検証

    箱谷 知輝, 大竹 義人, 崇風 まあぜん, 橋本 正弘, 山田 祥岳, 山田 稔, 横山 陽一, 上村 圭亮, 高尾 正樹, 菅野 伸彦, 陣崎 雅弘, 佐藤 嘉伸

    MEDICAL IMAGING TECHNOLOGY   41 ( 1 )   21 - 25   2023.1

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    医用画像から得られる被験者個別の解剖構造に忠実な筋骨格モデルは,運動障害の原因の解明用途において重要である.一方,体位によって運動器の力学的・動態的な条件は異なるため,立位で行う動作における筋骨格モデルは,臥位において撮影された医用画像ではなく立位において撮影された医用画像から作成されることが望ましい.しかし,立位における医用画像は臥位における医用画像ほど普及しておらず,扱えるデータの数は限定的である.そのためわれわれは,一般に広く普及している臥位による医用画像を有効利用するため,立位時の筋骨格変形を定量化し,臥位の医用画像から立位の医用画像を予測することを目指している.本稿ではその第一段階として,同一被験者により撮影された臥位・立位CT画像を自動セグメンテーションし,その精度を検証した結果を報告する.(著者抄録)

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    Other Link: https://search.jamas.or.jp/default/link?pub_year=2023&ichushi_jid=J02087&link_issn=&doc_id=20231010050004&doc_link_id=10.11409%2Fmit.41.21&url=https%3A%2F%2Fdoi.org%2F10.11409%2Fmit.41.21&type=J-STAGE&icon=https%3A%2F%2Fjk04.jamas.or.jp%2Ficon%2F00007_2.gif

  • MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume.

    Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Yuta Hiasa, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato

    CoRR   abs/2305.19920   2023

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    DOI: 10.48550/arXiv.2305.19920

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  • MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume.

    Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Yuta Hiasa, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato

    MICCAI (7)   497 - 507   2023

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    DOI: 10.1007/978-3-031-43990-2_47

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    Other Link: https://dblp.uni-trier.de/db/conf/miccai/miccai2023-7.html#GuOUTSHTOSS23

  • Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography.

    Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato

    CoRR   abs/2307.11513   2023

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    DOI: 10.48550/arXiv.2307.11513

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  • GS cupを用いた初回セメントレスTHAの術後短期成績

    折戸 良, 安藤 渉, 坂井 孝司, 高尾 正樹, 濱田 英敏, 上村 圭亮, 菅野 伸彦

    日本人工関節学会誌   52   27 - 28   2022.12

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    対象は2015年1月~2019年9月の34例38関節(男性13例、女性21例、手術時平均年齢63.6歳)。JOAスコアは術前平均51.9点から最終観察時平均83.1点と改善を認めた。Initial gapは5関節においていずれもZone IIで認めたが、全例術後6ヵ月レントゲンでは消失していた。Radiolucent lineの出現は、術後6ヵ月ではZone IIIに4関節、術後1年ではZone IIに6関節、術後2年ではZone IIIに3関節に認めた。ゆるみや再置換を要した症例はなく、短期の臨床経過は良好であった。

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  • Mako THAにおけるenhance modeとexpress modeの脚延長量計測の精度比較

    田村 和則, 中村 宣雄, 冨士 晴華, 高尾 正樹, 安藤 渉, 濱田 英敏, 上村 圭亮, 菅野 伸彦

    日本人工関節学会誌   52   93 - 94   2022.12

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    ロボティックアーム手術支援システムMako THA症例112例132関節を対象に、術中のenhance modeとexpress modeの脚延長量計測の精度について、術後のCTで計測した脚延長量と比較検討した。Enhance mode施行は47例57関節、Express mode施行は65例75関節であった。Enhance modeは脚延長量の平均絶対値差がExpress modeより有意に小さく73.3%が1mm以下で精度が高かった。

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  • Errors in the radiographic measurement of pelvic incidence. International journal

    Makoto Iwasa, Hidetoshi Hamada, Keisuke Uemura, Wataru Ando, Masaki Takao, Nobuhiko Sugano

    Journal of orthopaedic research : official publication of the Orthopaedic Research Society   41 ( 6 )   1266 - 1272   2022.11

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    Pelvic incidence (PI) is often quantified in patients undergoing total hip arthroplasty. Errors in radiographic PI measurements can affect clinical outcomes. The purposes of this study were (1) to evaluate the error in radiographic PI measurement in patients with hip osteoarthritis (OA) and (2) to analyze the factors related to the error. Radiographs and computer tomography (CT) images of 100 patients (24 men and 76 women; mean age 63.7 years) with unilateral OA were reviewed. The error in radiographic PI measurement was defined as the difference between the radiographic measurement of the PI (rPI) and the accurate value of PI measured using CT images (cPI). Factors related to the error in the rPI were analyzed, including the coronal and axial rotation of the pelvis on lateral radiographs. The degree of coronal and axial rotation was expressed as the angle of rotation around the anteroposterior and craniocaudal axes. The mean rPI was significantly larger than the cPI (57.8° and 54.1°, p < 0.01). The error in the rPI was 3.6° on average and 15.8° at maximum. The mean coronal and axial rotation of the pelvis was 9.6° and 4.4°, respectively. The error in the rPI positively correlated with coronal pelvic rotation and rPI, and negatively correlated with axial pelvic rotation (p < 0.01, r = 0.35, 0.43, and -0.45, respectively). The rPI was 3.6° larger on average than the cPI in patients with hip OA. Coronal and axial rotation of the pelvis and a large PI were related to the error in the rPI.

    DOI: 10.1002/jor.25477

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  • 【整形外科領域における人工知能の応用】股関節外科領域の人工知能の活用

    高尾 正樹, 大竹 義人, 上村 圭亮, 岩佐 諦, Soufi Mazen, 佐藤 嘉伸, 岡田 誠司, 菅野 伸彦

    臨床整形外科   57 ( 10 )   1253 - 1257   2022.10

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    <文献概要>人工知能の医療への応用は,整形外科においては画像診断を中心に2019年以降報告が増え,股関節外科領域においても近年報告が増えている.単純X線画像自動診断,予後予測,3次元画像解析などに応用されている.われわれは,CTデータから筋骨格モデルを抽出するAIを開発し,骨格では表面距離誤差0.1mm,筋肉では表面距離誤差0.9mmの精度を達成した.術後CT画像評価のための金属アーチファクト低減,CT/MRI画像変換,単純X線骨盤正面像からの3次元筋骨格構造の再現や骨粗鬆症診断,サルコペニア診断などにも取り組んでいる.

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  • JOANR自動化に向けた手術記録からの自動情報抽出AIモデルの開発

    喜多 洸介, 上村 圭亮, 高尾 正樹, 田村 和則, 岡田 誠司, 若林 元

    中部日本整形外科災害外科学会雑誌   65 ( 秋季学会 )   148 - 148   2022.10

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  • Use of artificial intelligence to identify data elements for The Japanese Orthopaedic Association National Registry from operative records.

    Kosuke Kita, Keisuke Uemura, Masaki Takao, Takahito Fujimori, Kazunori Tamura, Nobuo Nakamura, Gen Wakabayashi, Hiroyuki Kurakami, Yuki Suzuki, Tomohiro Wataya, Daiki Nishigaki, Seiji Okada, Noriyuki Tomiyama, Shoji Kido

    Journal of orthopaedic science : official journal of the Japanese Orthopaedic Association   2022.9

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    BACKGROUND: The Japanese Orthopaedic Association National Registry (JOANR) was recently launched in Japan and is expected to improve the quality of medical care. However, surgeons must register ten detailed features for total hip arthroplasty, which is labor intensive. One possible solution is to use a system that automatically extracts information about the surgeries. Although it is not easy to extract features from an operative record consisting of free-text data, natural language processing has been used to extract features from operative records. This study aimed to evaluate the best natural language processing method for building a system that automatically detects some elements in the JOANR from the operative records of total hip arthroplasty. METHODS: We obtained operative records of total hip arthroplasty (n = 2574) in three hospitals and targeted two items: surgical approach and fixation technique. We compared the accuracy of three natural language processing methods: rule-based algorithms, machine learning, and bidirectional encoder representations from transformers (BERT). RESULTS: In the surgical approach task, the accuracy of BERT was superior to that of the rule-based algorithm (99.6% vs. 93.6%, p < 0.001), comparable to machine learning. In the fixation technique task, the accuracy of BERT was superior to the rule-based algorithm and machine learning (96% vs. 74%, p < 0.0001 and 94%, p = 0.0004). CONCLUSIONS: BERT is the most appropriate method for building a system that automatically detects the surgical approach and fixation technique.

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  • Is There an Association Between Femoral Head Collapse and Acetabular Coverage in Patients With Osteonecrosis? International journal

    Makoto Iwasa, Wataru Ando, Keisuke Uemura, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    Clinical orthopaedics and related research   481 ( 1 )   51 - 59   2022.9

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    BACKGROUND: Osteonecrosis of the femoral head (ONFH) classification systems are based on the size, volume, and location of necrotic lesions. Often-but not always-ONFH results in femoral head collapse. Because acetabular coverage is associated with mechanical stress on the femoral head, it might also be associated with femoral head collapse in patients with ONFH. However, the association between acetabular coverage and femoral head collapse in these patients has not been established. QUESTIONS/PURPOSES: (1) Is femoral head collapse associated with acetabular coverage or pelvic incidence (PI) in patients with ONFH? (2) Are established predictors of femoral head collapse in ONFH classification systems associated with acetabular coverage? METHODS: Between 2008 and 2018, we evaluated 343 hips in 218 patients with ONFH. We considered all patients with ONFH except for those with a traumatic etiology, a history of surgical treatment before collapse, or those with collapse at initial presentation as potentially eligible for this study. Of those, 101 hips with ONFH (50% [50] were in males with a mean age of 44 ± 15 years) met our inclusion criteria. These patients were subsequently divided into two groups: those with femoral head collapse within 12 months (collapse group, 35 hips) and those without femoral head collapse (noncollapse group, 66 hips). No differences in patient demographics were observed between the two groups. CT images were used to measure the PI and acetabular coverage in three planes: the lateral center-edge angle (LCEA) in the coronal plane, the anterior and posterior center-edge angle in the sagittal plane, and the anterior and posterior acetabular sector angle in the axial plane; in addition, the difference between these parameters was investigated between the groups. The thresholds for femoral head collapse in the parameters that showed differences were investigated. Necrotic location and size were evaluated using the Japanese Investigation Committee (JIC) classification and the Steinberg grade classification, respectively. We examined the relationship between these parameters and classifications. RESULTS: The mean LCEA was slightly greater in the noncollapse group than in the collapse group (32° ± 6° versus 28° ± 7°; mean difference 4° [95% CI 1.15° to 6.46°]; p = 0.005); the clinical importance of this small difference is uncertain. There were no differences in PI between the two groups. After accounting for sex, age, BMI, and etiology as confounding factors, as well as acetabular coverage parameters and PI, we found a lower LCEA to be independently associated with increased odds of collapse, although the effect size is small and of questionable importance (OR 1.18 [95% CI 1.06 to 1.33]; p = 0.001). The threshold of LCEA for femoral head collapse was 28° (sensitivity = 0.79, specificity = 0.60, area under the curve = 0.73). The percentage of patients with an LCEA less than 28° was larger in JIC Type C1 (OR 6.52 [95% CI 1.64 to 43.83]; p = 0.006) and C2 (OR 9.84 [95% CI 2.34 to 68.38]; p = 0.001) than in patients with both Type A and Type B. The acetabular coverage data for the excluded patients did not differ from those of the patients included in the analysis. CONCLUSION: Our findings suggest that acetabular coverage appears to have little, if any, association with the likelihood of collapse in patients with ONFH. We found a small association between a lower LCEA and a higher odds of collapse, but the effect size may not be clinically important. Factors other than acetabular coverage need to be considered, and if our findings are verified by other investigators, osteotomy is unlikely to have a protective role. As the patients in our study were fairly homogeneous in terms of ethnicity and BMI, these factors need to be further investigated to determine whether they are associated with femoral head collapse in ONFH. LEVEL OF EVIDENCE: Level III, prognostic study.

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  • Effect of Hip Flexion Contracture on the Pelvic Sagittal Tilt in the Supine Position: A Retrospective Case-Series Study. International journal

    Satoshi Kamihata, Wataru Ando, Masaki Takao, Hidetoshi Hamada, Keisuke Uemura, Nobuhiko Sugano

    Modern rheumatology   33 ( 5 )   1052 - 1057   2022.9

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    PURPOSE: The functional pelvic plane (FPP), which adopts the natural pelvic sagittal tilt in the supine position, is a good reference for determining the cup angle in total hip arthroplasty (THA). However, hip flexion contracture may change pelvic tilt post-operatively by the release of contracture. This study investigated the influence of hip flexion contracture on pelvic sagittal tilt in the supine position. METHODS: This study included 300 patients who underwent primary unilateral THA. We divided the participants into two groups: with preoperative hip extension angle <0° (hip flexion contracture group) and without (non-contracture group). The pelvic sagittal tilt and femoral flexion angle were investigated using computed tomography (CT) or pelvic radiographs performed preoperatively and postoperatively. RESULTS: The femoral flexion angle had significantly reduced postoperatively in the hip flexion contracture group but remained unchanged in the non-contracture group. The preoperative and postoperative pelvic sagittal tilt showed no significant differences between the two groups up to 1 year postoperatively. CONCLUSION: The influence of hip flexion contracture on the pelvic sagittal tilt in the supine position was minimal. The FPP in the supine position could be a good reference to ascertain the cup orientation, even in hip flexion contracture cases.

    DOI: 10.1093/mr/roac110

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  • ここまで来た整形外科領域のAI 股関節外科領域のAI活用

    高尾 正樹, 大竹 義人, 上村 圭亮, 岩佐 諦, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 9 )   605 - 609   2022.9

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    人工知能の医療への応用範囲は,疾患診断,予後予測,発症リスク評価,治療法選択と幅広い.整形外科においては画像診断を中心に2019年以降報告が増え,股関節外科領域においても近年報告が増えている.単純X線画像診断では,大腿骨頸部骨折,変形性股関節症,大腿骨頭壊死症診断,インプラント機種推定などが報告されている.予後予測としては変形性股関節症の進行予測,人工関節感染の洗浄掻爬術の成功率予測,THA(total hip arthroplasty)の機能予測や,短期合併症予測,入院期間予測,股関節鏡術後の機能予測,大腿骨頸部骨折後の骨頭壊死症の発生予測,大腿骨近位部骨折後の死亡予測をするAI(artificial intelligence)が報告されている.三次元画像ではCT(computed tomography)での大腿骨カム変形の自動検出,delayed gadolinium-enhanced MRI(magnetic resonance imaging)での軟骨自動抽出などが報告されている.われわれは,CTデータから筋骨格モデルを抽出するAIを開発し,骨格では表面距離誤差0.1mm,筋肉では表面距離誤差0.9mmの精度を達成した.術後CT画像評価のための金属アーチファクト低減,CT/MRI画像変換,単純X線骨盤正面像からの三次元筋骨格構造の再現などにも取り組んでいる.(著者抄録)

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  • 大腿骨頭壊死症における大腿骨骨頭被覆と圧潰進行との関連

    岩佐 諦, 安藤 渉, 上村 圭亮, 濱田 英敏, 高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 8 )   S1668 - S1668   2022.9

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  • JOANRを自動化するシステムの開発 手術記録から情報を抽出するAI

    喜多 洸介, 上村 圭亮, 高尾 正樹, 田村 和則, 中村 宣雄, 若林 元, 鈴木 裕紀, 濱田 英敏, 菅野 伸彦, 岡田 誠司, 木戸 尚治

    日本整形外科学会雑誌   96 ( 8 )   S1796 - S1796   2022.9

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  • AI・ロボティクスの進歩と整形外科の未来 関節外科領域のAI活用

    高尾 正樹, 大竹 義人, 酒井 真一郎, 河野 康平, 上村 圭亮, 岩佐 諦, Soufi Mazen, 佐藤 嘉伸, 岡田 誠司, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 8 )   S1523 - S1523   2022.9

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  • Perthes病に対してfemoral head reduction osteotomyを用いて加療した1例

    井上 陽公, 上村 圭亮, 濱田 英敏, 高嶋 和磨, 高尾 正樹, 岡田 誠司, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   65 ( 5 )   746 - 746   2022.9

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  • 骨盤・脊椎アライメントに配慮した人工股関節手術 Spino-pelvic Motion全盛期時代のCT-Based Navigated THA

    高尾 正樹, 濱田 英敏, 上村 圭亮, 高嶋 和磨, 菅野 伸彦

    日本関節病学会誌   41 ( 3 )   140 - 140   2022.9

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  • What Changes in Pelvic Sagittal Tilt Occur 20 Years After THA? International journal

    Hidetoshi Hamada, Keisuke Uemura, Kazuma Takashima, Wataru Ando, Masaki Takao, Nobuhiko Sugano

    Clinical orthopaedics and related research   481 ( 4 )   690 - 699   2022.8

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    BACKGROUND: Cup orientation in THA in the supine, standing, and sitting positions is affected by pelvic sagittal tilt (PT). Patterns of PT shift between these positions may increase the risk of dislocation and edge loading. The PT has also been reported to change during the aging process; however, there is limited research regarding long-term changes in PT and PT shifts after THA. QUESTIONS/PURPOSES: (1) What changes occur in PT in the supine, standing, and sitting positions during 20 years of follow-up after THA in patients who have not had revision or dislocation? (2) What factors are associated with the differences between preoperative supine PT and postoperative sitting or standing PT (Δ sitting and Δ standing, respectively) 20 years postoperatively? METHODS: Between January 1998 and December 1999, 101 consecutive patients underwent THA for appropriate indications. AP radiographs of the pelvis in the supine, standing, and sitting positions preoperatively and at 1, 10, and 20 years after THA were longitudinally performed to evaluate changes in PT. Fifty-nine percent (60 of 101) of patients were lost before 20 years of follow-up or had incomplete sets of imaging tests, leaving 41% (41 of 101) eligible for analysis here. There were no patients who had recurrent dislocation or underwent revision arthroplasty in the cohort; therefore, this analysis regarding postoperative changes in PT indicates the natural course of the change in PT during follow-up of THA. PT was measured based on the anterior pelvic plane. PT shifts with positional changes, Δ standing, and Δ sitting during the follow-up period were calculated. Posterior changes and shifts are represented by negative values. To analyze the factors associated with Δ standing and Δ sitting after 20 years, the correlations between these parameters and preoperative factors (including sex, age, pelvic incidence [PI], lumbar lordosis [LL], preoperative PT, and preoperative PT shift) and postoperative factors (including the occurrence of new lumbar vertebral fractures, lumbar spondylolisthesis, contralateral THA) performed during follow-up, and PI-LL 20 years after THA were determined. RESULTS: Median (IQR) supine and standing PTs changed (moved posteriorly) by -5° (-11° to -2°; p < 0.01) and -10° (-15° to -7°; p < 0.01), respectively. Sitting PT did not change during the 20-year follow-up period. Median (IQR) PT shift from standing to sitting changed from -34° preoperatively (-40° to -28°) to -23° after 20 years (-28° to -20°). There were posterior changes in median (range) Δ standing (median -12° at 20 years [-19° to -7°]); Δ sitting did not change during the follow-up period (median -36° at 20 years [-40° to -29°]). Patients with a large preoperative posterior PT shift from supine to standing demonstrated larger posterior tilt of Δ standing at 20 years. Patients with lumbar vertebral fractures during follow-up demonstrated larger posterior tilt of Δ standing at 20 years. CONCLUSION: Patients who demonstrate a large preoperative posterior shift from supine to standing deserve special consideration when undergoing THA. In such circumstances, we recommend that the anteversion of the cup not be excessive, given that there is a relatively high risk of further posterior tilt in PT, which may lead to anterior dislocation and edge loading. Further longitudinal study in a larger cohort of patients with complications including postoperative dislocation and revision, as well as older patients, is needed to verify these assumptions on the potential risk for dislocation and edge loading after THA. LEVEL OF EVIDENCE: Level III, therapeutic study.

    DOI: 10.1097/CORR.0000000000002382

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  • Beyond Myology AI時代の整形外科領域からみた筋学

    高尾 正樹, 大竹 義人, 岩佐 諦, 酒井 真一郎, 河野 康平, 上村 圭亮, Mazen Soufi, 佐藤 嘉伸

    日本筋学会学術集会プログラム・抄録集   8回   28 - 28   2022.8

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  • 股関節X線画像から大腿骨近位部の骨密度を測定するシステムの開発

    上村 圭亮, 谷 懿, 大竹 義人, 濱田 英敏, 高尾 正樹, 佐藤 嘉伸, 菅野 伸彦

    日本骨粗鬆症学会雑誌   8 ( Suppl.1 )   85 - 85   2022.8

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  • The Effect of Region of Interest on Measurement of Bone Mineral Density of the Proximal Femur: Simulation Analysis Using CT Images. International journal

    Keisuke Uemura, Masaki Takao, Yoshito Otake, Makoto Iwasa, Hidetoshi Hamada, Wataru Ando, Yoshinobu Sato, Nobuhiko Sugano

    Calcified tissue international   111 ( 5 )   475 - 484   2022.7

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    While accurate measurement of bone mineral density (BMD) is essential in the diagnosis of osteoporosis and in evaluating the treatment of osteoporosis, it is unclear how region of interest (ROI) settings affect measurement of BMD at the total proximal femur region. In this study, we performed a simulation analysis to clarify the effect on BMD measurement of changing the ROI using hip computed tomography (CT) images of 75 females (mean age, 62.4 years). Digitally reconstructed radiographs of the proximal femur region were generated from CT images to calculate the change in BMD when the proximal boundary of the ROI was altered by 0-10 mm, and when the distal boundary of the ROI was altered by 0-30 mm. Further, changes in BMD were compared across BMD classification groups. A mean BMD increase of 0.62% was found for each 1-mm extension of the distal boundary. A mean BMD decrease of 0.18% was found for each 1-mm alteration of the proximal boundary. Comparing BMD classification groups, patients with osteoporosis and osteopenia demonstrated greater BMD changes than patients with normal BMD for the distal boundary (0.68%, 0.64%, and 0.54%, respectively) and patients with osteoporosis demonstrated greater BMD changes than patients with osteoporosis and normal BMD for the proximal boundary (0.37%, 0.13%, and 0.03%, respectively). In conclusion, our study found that a consistent ROI setting, especially on the distal boundary, is necessary for the accurate measurement of total proximal femur BMD. Based on the findings, we recommend confirming that the ROI setting shown on the BMD result form is consistent with changes in serial BMD.

    DOI: 10.1007/s00223-022-01012-9

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  • 大規模CT画像データベースを用いた骨格ランドマークによる下肢骨格形状の加齢変化解析

    下元 悠我, 箱谷 知輝, 大竹 義人, スーフィー・マーゼン, 政木 勇人, 上村 圭亮, 高尾 正樹, 宮本 拓馬, 田中 康仁, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   41回   122 - 123   2022.7

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    人体に忠実な全身骨格モデルは,人体の骨格構造解析や動作解析において重要である.現在,骨格の表現方法の一つとして,複数人の臓器の形状データを統計的に解析した統計形状モデル(SSM)が用いられている.しかし,従来研究では一部の骨格形状のみのSSMを構築しており,全身骨格の構築は行われていない.そのため,我々は日本医学放射線学会が収集しているJ-MIDデータベースと,共同研究施設で収集する4万症例以上の大規模なCTデータベースを用いた全身骨格のSSM構築を目指している.本研究ではその第一歩として,下肢(骨盤から足部まで)の大規模CT画像データベースから骨格上のランドマークを抽出し,そのランドマークを用いて下肢骨格の解析を行った.下肢のランドマークデータを年齢・性別ごとに分け,骨格形状の加齢変化について調査を行ったので報告する.(著者抄録)

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  • Osteocompatibility of Si3N4-coated carbon fiber-reinforced polyetheretherketone (CFRP) and hydroxyapatite-coated CFRP with antibiotics and antithrombotic drugs.

    Hideaki Enami, Ichiro Nakahara, Wataru Ando, Keisuke Uemura, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    Journal of artificial organs : the official journal of the Japanese Society for Artificial Organs   26 ( 2 )   144 - 150   2022.6

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    This study used a rabbit model to investigate the osteocompatibility of Si3N4-coated carbon fiber-reinforced polyetheretherketone (CFRP) and hydroxyapatite (HA)-coated CFRP with antibiotics (vancomycin [VCM]) and antithrombotic drugs (polyvinylpyrrolidone [PVP]). HA-coated cylindrical CFRP implants were used as the controls (HA), and HA-coated implants treated with VCM and PVP were prepared (HA-VP) as the test groups; a cylindrical CFRP coated with Si3N4 was also prepared (SiN). Ten implants from each group were randomly inserted into the femoral diaphysis of rabbits. The pull-out test, radiological analysis using micro-computed tomography (µ-CT), and histological analysis were performed. The pull-out strength of the SiN group was lower than that of the HA group. µ-CT analysis revealed that the amount of bone formation around the implant in the SiN group was inferior to that in the HA group. Conversely, the HA-VP group had equivalent pull-out strength and bone formation as analyzed by µ-CT compared to the HA group. In conclusion, the additional surface treatment of the HA-coated CFRP with VCM and PVP provided sufficient bone fixation and formation.

    DOI: 10.1007/s10047-022-01340-5

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  • ペルテス病に対してCASを用いてFemoral head reduction osteotomy行った一例

    上村 圭亮, 高尾 正樹, 井上 陽公, 濱田 英敏, 安藤 渉, 菅野 伸彦

    日本コンピュータ外科学会誌   24 ( 2 )   122 - 123   2022.6

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  • 変形性股関節症患者における筋肉評価のための臨床CT画像からの下肢筋の大規模統計モデリング 筋肉評価のための大規模統計モデリング(Large-scale statistical modeling of lower limb muscles from clinical CT images for muscle assessment in hip osteoarthritis patients: Large-scale statistical modeling for muscle assessment)

    スーフィー・マーゼン, 大竹 義人, 高尾 正樹, 岩佐 諦, 上村 圭亮, 李 かん萍, 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   24 ( 2 )   135 - 135   2022.6

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  • 【整形外科画像診断・評価の進歩】CT CTを用いた骨密度測定

    上村 圭亮, 高尾 正樹, 大竹 義人, 佐藤 嘉伸, 菅野 伸彦

    整形外科   73 ( 6 )   557 - 560   2022.5

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    <文献概要>はじめに 世界保健機関(WHO)および多くのガイドラインは,骨粗鬆症や骨量減少の診断の際にdual-energy X-ray absorptiometry(DXA)を用い腰椎,大腿骨近位部の骨密度を計測することを推奨している.骨粗鬆症とそれに続発する脆弱性骨折の予防は高齢者の日常生活動作(ADL)の維持に重要な役割をはたすものの,骨粗鬆症自体には一般に症状がないために骨密度測定の機会を逸し,診断が正しく行われない症例も多い.そのため,近年では骨粗鬆症や骨量減少が正しく診断できるようにDXA以外の装置を用いて骨密度を計測し,診断の機会を向上させる試み(opportunistic screening)がなされてきた.本稿では臨床用に撮影されたCTから骨密度を計測する手法(quantitative CT:QCT)による大腿骨近位部の計測を中心に現状と課題に関して報告する.

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    Other Link: https://search.jamas.or.jp/default/link?pub_year=2022&ichushi_jid=J00764&link_issn=&doc_id=20220527300011&doc_link_id=10.15106%2Fj_seikei73_557&url=https%3A%2F%2Fdoi.org%2F10.15106%2Fj_seikei73_557&type=%E5%8C%BB%E6%9B%B8.jp_%E3%82%AA%E3%83%BC%E3%83%AB%E3%82%A2%E3%82%AF%E3%82%BB%E3%82%B9&icon=https%3A%2F%2Fjk04.jamas.or.jp%2Ficon%2F00024_2.gif

  • 【整形外科画像診断・評価の進歩】人工知能(AI),深層学習 人工知能技術を用いた筋骨格モデル

    高尾 正樹, 大竹 義人, 上村 圭亮, 岩佐 諦, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 岡田 誠司, 菅野 伸彦

    整形外科   73 ( 6 )   721 - 722   2022.5

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    <文献概要>はじめに 医療における人工知能(AI)に対する期待は高まる一方である.自動診断や予後予測による医療の効率化に加え,大量の診療データの自動解析による新しい医学的発見が期待されており,AIを利用した医学論文は指数関数的に増えている.整形外科においても,まだ数は少ないがAIを活用した論文報告が増えている.CTやMRIなどの三次元画像解析は時間を要する作業で,実臨床での応用や大量のデータの解析には限界があり,AI技術の応用が期待される領域である.AI技術を用いてCTやMRIから筋骨格モデルを抽出することができれば,手術計画や骨形態計測,骨格アライメント計測,筋肉の定量評価,生体力学計算に活用することが可能である.従来抽出が困難であった個別筋肉の抽出を行い,より精密な筋骨格評価が可能となりつつある.

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    Other Link: https://search.jamas.or.jp/default/link?pub_year=2022&ichushi_jid=J00764&link_issn=&doc_id=20220527300043&doc_link_id=10.15106%2Fj_seikei73_721&url=https%3A%2F%2Fdoi.org%2F10.15106%2Fj_seikei73_721&type=%E5%8C%BB%E6%9B%B8.jp_%E3%82%AA%E3%83%BC%E3%83%AB%E3%82%A2%E3%82%AF%E3%82%BB%E3%82%B9&icon=https%3A%2F%2Fjk04.jamas.or.jp%2Ficon%2F00024_2.gif

  • 股関節におけるロボティック手術の現状と未来

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏, 上村 圭亮

    中部日本整形外科災害外科学会雑誌   65 ( 春季学会 )   10 - 10   2022.4

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  • THAにおけるコンピュータ支援手術(CAOS)の活用法 リサーチツールとしてのTHAにおけるナビゲーションの活用

    高尾 正樹, 濱田 英敏, 上村 圭亮, 中村 宣雄, 岡田 誠司, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   65 ( 春季学会 )   40 - 40   2022.4

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  • Association Between Magnitude of Femoral Head Collapse and Quality of Life in Patients With Osteonecrosis of the Femoral Head. International journal

    Makoto Iwasa, Wataru Ando, Keisuke Uemura, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    Modern rheumatology   33 ( 2 )   416 - 421   2022.3

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    OBJECTIVES: The magnitude of femoral head collapse (MFHC) is one of the criteria for staging osteonecrosis of the femoral head (ONFH). The present study aimed to clarify the relationship between MFHC and hip pain or functional quality of life (QOL) scores in patients with ONFH. METHODS: Seventy patients with ONFH who had femoral head collapse without osteoarthritic changes were divided into four groups based on MFHC by 1 mm. Pain was assessed using the visual analogue scale (VAS). QOL was evaluated using patient-reported outcome measures, such as the Japanese Orthopaedic Association Hip-Disease Evaluation Questionnaire (JHEQ), Oxford Hip Score (OHS), and Short Form-12 Health Survey, version 2 (SF-12v2). We also explored the relationship between MFHC and QOL. RESULTS: Pain score and satisfaction score in the VAS, JHEQ pain subscale, JHEQ movement subscale, and JHEQ total score were significantly associated with MFHC, and no significant differences were found between groups in any subscale or total score for OHS and SF-12v2. CONCLUSION: In patients with ONFH, differences in MFHC by 1 mm were associated with deterioration of some pain VAS and QOL outcomes.

    DOI: 10.1093/mr/roac023

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  • 整形領域における最新技術とSmart Orthopaedics-人工関節置換術の未来- 関節外科におけるロボティック支援技術の進歩

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏, 上村 圭亮

    日本整形外科学会雑誌   96 ( 2 )   S352 - S352   2022.3

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  • 臨床調査個人票登録データベースによる特発性大腿骨頭壊死症の関連因子における地域性の検討

    安藤 渉, 高尾 正樹, 谷 哲郎, 上村 圭亮, 濱田 英敏, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 3 )   S1078 - S1078   2022.3

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  • 関節外科領域におけるロボティクス支援手術

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏, 上村 圭亮

    日本リウマチ学会総会・学術集会プログラム・抄録集   66回   313 - 313   2022.3

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  • 高位脱臼股に対する人工股関節全置換術における寛骨臼展開時の血管損傷リスク要素の検討

    前田 ゆき, 安藤 渉, 高尾 正樹, 濱田 英敏, 上村 圭亮, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 3 )   S802 - S802   2022.3

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  • 股関節外科におけるAI、XRとコンピュータ支援技術の活用

    高尾 正樹, 上村 圭亮, 濱田 英敏, 安藤 渉, 岡田 誠司, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 3 )   S989 - S989   2022.3

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  • 徐放機能を有するcarbon fiber reinforced polymer(CFRP)インプラントからのバンコマイシン拡散動態の検証

    上畠 聡志, 安藤 渉, 江浪 秀明, 中原 一郎, 濱田 英敏, 高尾 正樹, 上村 圭亮, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 3 )   S734 - S734   2022.3

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  • 股関節CT画像からの大腿骨近位部の骨密度測定 深層学習を用いた試み

    上村 圭亮, 高尾 正樹, 大竹 義人, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 2 )   S431 - S431   2022.3

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  • 第2世代高度架橋超高分子量ポリエチレンと大骨頭を用いた人工股関節の10年成績

    田村 和則, 中村 宜雄, 冨士 晴華, 上村 圭亮, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 3 )   S563 - S563   2022.3

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  • 若年者に対する人工股関節全置換術 アスリートに対する人工股関節全置換術

    高尾 正樹, 濱田 英敏, 上村 圭亮, 安藤 渉, 岡田 誠司, 菅野 伸彦

    日本整形外科学会雑誌   96 ( 2 )   S19 - S19   2022.3

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  • CT検診で健康寿命の延伸を図る CT画像における筋骨格の自動認識

    佐藤 嘉伸, 大竹 義人, Mazen Soufi, 上村 圭亮, 高尾 正樹, 菅野 伸彦

    CT検診   29 ( 1 )   48 - 48   2022.2

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  • 【コンバージョンTHAのすべて-難易度の高いprimary THA-】寛骨臼骨折後の外傷性股関節症に対するTHA

    高尾 正樹, 上村 圭亮, 濱田 英敏, 安藤 渉, 岡田 誠司, 菅野 伸彦

    関節外科   41 ( 2 )   200 - 205   2022.2

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    <文献概要>寛骨臼骨折後の外傷性股関節症に対する人工股関節全置換術は,偽関節や骨欠損,金属プレートやスクリューの存在,軟部組織癒着などの状態が症例により異なり,手術の難易度の幅が広い。CTを撮影し3次元計画を立案することが望ましい。特に寛骨臼の上下で骨盤が不連続となったpelvic discontinuityになっていないかの確認が重要である。再THAと寛骨臼骨折骨接合術の両方の知識と技術を要する場合があり,術者の経験が少ないときは両方に精通する医師に相談することも重要である。

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    Other Link: https://search.jamas.or.jp/default/link?pub_year=2022&ichushi_jid=J00282&link_issn=&doc_id=20220126080017&doc_link_id=%2Fap4kange%2F2022%2F004102%2F016%2F0200-0205%26dl%3D0&url=https%3A%2F%2Fwww.medicalonline.jp%2Fjamas.php%3FGoodsID%3D%2Fap4kange%2F2022%2F004102%2F016%2F0200-0205%26dl%3D0&type=MedicalOnline&icon=https%3A%2F%2Fjk04.jamas.or.jp%2Ficon%2F00004_2.gif

  • Development of an open-source measurement system to assess the areal bone mineral density of the proximal femur from clinical CT images. International journal

    Keisuke Uemura, Yoshito Otake, Masaki Takao, Hiroki Makino, Mazen Soufi, Makoto Iwasa, Nobuhiko Sugano, Yoshinobu Sato

    Archives of osteoporosis   17 ( 1 )   17 - 17   2022.1

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    Commercial software is generally needed to measure the areal bone mineral density (aBMD) of the proximal femur from clinical computed tomography (CT) images. This study developed and verified an open-source reproducible system to quantify CT-aBMD to screen osteoporosis using clinical CT images. PURPOSE: For existing CT images acquired for various reasons other than osteoporosis, it might be beneficial to estimate areal BMD as assessed by dual-energy X-ray absorptiometry (DXA-based BMD) to ascertain the bone status based on DXA. In this study, we aimed to (1) develop an open-source reproducible measurement system to quantify DXA-based BMD from CT images and (2) validate its accuracy. METHODS: This study analyzed 75 pairs of hip CT and DXA images of women that were acquired for the preoperative assessment of total hip arthroplasty. From the CT images, the femur and a calibration phantom were automatically segmented using pre-trained codes/models available at https://github.com/keisuke-uemura . The proximal femoral region was isolated by manually selected landmarks and was projected onto the coronal plane to measure the areal density (CT-aHU). The calibration phantom was employed to convert the CT-aHU into CT-aBMD. Each parameter was correlated with DXA-based BMD, and the residual errors of CT images to estimate the T-scores in DXA were calculated using the standard error of estimate (SEE). RESULTS: The correlation coefficients of DXA-based BMD with CT-aHU and CT-aBMD were 0.947 and 0.950, respectively (both p < 0.001). The SEE for quantifying the T-scores in DXA were 0.51 and 0.50 for CT-aHU and CT-aBMD, respectively. CONCLUSION: With the method developed herein, CT permits estimation of the DXA-based BMD of the proximal femur within the standard DXA total hip region of interest with an SEE of 0.5 in T-scores. The radiation dose for CT acquisition needs consideration; therefore, our data do not provide a rationale for performing CT for screening osteoporosis. However, on CT images already acquired for clinical indications other than osteoporosis, researchers may use this open-source system to investigate osteoporosis status through the estimated DXA-based BMD of the proximal femur.

    DOI: 10.1007/s11657-022-01063-3

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  • BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning.

    Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato

    CoRR   abs/2207.03210   2022

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    DOI: 10.48550/arXiv.2207.03210

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  • BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical Learning.

    Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato

    Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference   644 - 654   2022

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    Publishing type:Research paper (international conference proceedings)   Publisher:Springer  

    DOI: 10.1007/978-3-031-16446-0_61

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    Other Link: https://dblp.uni-trier.de/db/conf/miccai/miccai2022-6.html#GuOUSTSS22

  • CT画像から大腿骨近位部骨密度を自動計測するシステムの開発

    上村 圭亮, 大竹 義人, 高尾 正樹, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   23 ( 4 )   222 - 223   2021.11

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  • 寛骨臼回転球状骨切り術における彎曲ノミ進入角度の部位別評価

    濱田 英敏, 上村 圭亮, 安藤 渉, 高尾 正樹, 菅野 伸彦

    日本コンピュータ外科学会誌   23 ( 4 )   292 - 293   2021.11

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  • Pelvic incidence is not associated with the development of hip osteoarthritis. Reviewed International journal

    Makoto Iwasa, Wataru Ando, Keisuke Uemura, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    The bone & joint journal   103-B ( 11 )   1656 - 1661   2021.11

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    AIMS: Pelvic incidence (PI) is considered an important anatomical parameter for determining the sagittal balance of the spine. The contribution of an abnormal PI to hip osteoarthritis (OA) remains controversial. In this study, we aimed to investigate the relationship between PI and hip OA, and the difference in PI between hip OA without anatomical abnormalities (primary OA) and hip OA with developmental dysplasia of the hip (DDH-OA). METHODS: In this study, 100 patients each of primary OA, DDH-OA, and control subjects with no history of hip disease were included. CT images were used to measure PI, sagittal femoral head coverage, α angle, and acetabular anteversion. PI was also subdivided into three categories: high PI (larger than 64.0°), medium PI (42.0° to 64.0°), and low PI (less than 42.0°). The anterior centre edge angles, posterior centre edge angles, and total sagittal femoral head coverage were measured. The correlations between PI and sagittal femoral head coverage, α angle, and acetabular anteversion were examined. RESULTS: No significant difference in PI was observed between the three groups. There was no significant difference between the groups in terms of the category distribution of PI. The DDH-OA group had lower mean sagittal femoral head coverage than the other groups. There were no significant correlations between PI and other anatomical factors, including sagittal femoral head coverage, α angle, and acetabular anteversion. CONCLUSION: No associations were found between mean PI values or PI categories and hip OA. Furthermore, there was no difference in PI between patients with primary OA and DDH-OA. From our evaluation, we found no evidence of PI being an independent factor associated with the development of hip OA. Cite this article: Bone Joint J 2021;103-B(11):1656-1661.

    DOI: 10.1302/0301-620X.103B11.BJJ-2021-0472.R1

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  • 光学式ナビゲーションによる寛骨臼回転骨切り術専用骨のみ軌道解析

    和田 和博, 藤田 正弘, 三澄 一夫, 池田 大作, 上村 圭亮, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    日本コンピュータ外科学会誌   23 ( 4 )   230 - 231   2021.11

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  • Test-Time-Augmentationを用いた筋骨格セグメンテーションの精度向上の検討 不確実性に基づく推論結果の統合

    成田 剛志, 政木 勇人, 大竹 義人, スーフィー・マーゼン, 高尾 正樹, 上村 圭亮, 岩佐 諦, 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   23 ( 4 )   249 - 250   2021.11

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  • Geographical distribution of the associated factors of osteonecrosis of the femoral head, using the designated intractable disease database in Japan. International journal

    Wataru Ando, Masaki Takao, Tetsuro Tani, Keisuke Uemura, Hidetoshi Hamada, Nobuhiko Sugano

    Modern rheumatology   32 ( 5 )   1006 - 1012   2021.10

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    OBJECTIVES: Osteonecrosis of the femoral head (ONFH) is a designated intractable disease (DID) in Japan. The Ministry of Health, Labour, and Welfare launched an online registry system for DIDs. We aimed to investigate the epidemiological characteristics of patients with ONFH using the DID database. METHODS: Data of patients with ONFH registered in the DID database between January 2004 and December 2013 were extracted. The incidence of new cases and distributions of sex, age, and associated risk factors were investigated. The prevalence of the two categories, 'steroid-associated' and 'alcohol-associated' risk factors, was estimated for each prefecture. RESULTS: New 15,049 cases of ONFH were investigated. The mean registration rate-corrected annual ONFH incidence per 100,000 individuals was 1.77. The male-to-female ratio was 1.33. Age distribution peaked in the 40s and 50s for male and 60s for female. The prevalence of steroid-associated ONFH was lower in males (28.6%) than in females (49.8%), while that of alcohol-associated ONFH was higher in males (47.2%) than in females (9.3%). No clear region was identified for the steroids. The incidence of alcohol-associated ONFH was significantly higher in Tokyo and Okinawa, regardless of sex. CONCLUSIONS: Alcohol-associated ONFH incidence varies geographically across Japan, suggesting that it has regional characteristics.

    DOI: 10.1093/mr/roab065

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  • Minimum 10 years clinical results of an anatomical short stem with a proximal hydroxyapatite coating. Reviewed International journal

    Keisuke Uemura, Hidetoshi Hamada, Wataru Ando, Masaki Takao, Nobuhiko Sugano

    Modern rheumatology   31 ( 5 )   1066 - 1072   2021.9

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    OBJECTIVES: The CentPillar stem (Stryker Orthopaedics), an anatomical short stem, was designed to match the proximal femoral canal shape in both patients with normal hips and those with developmental dysplasia of the hip (DDH). The long-term outcomes of the CentPillar stem was examined herein. METHODS: In total, 222 hips that underwent total hip arthroplasty using the CentPillar stem were analyzed. DDH was the main reason for surgery (79.3%). Implant survivorship was assessed using Kaplan-Meier analysis. For radiographic evaluation, stress shielding was assessed using the Engh classification. For functional evaluation, patients' ability to perform deep hip bending activities (sit on the floor, squat, and sit straight) was assessed. RESULTS: During a median follow-up of 13.1 years, 2 stem revisions were performed (aseptic loosening and late hematogenous periprosthetic infection), and the overall cumulative implant survival rate was 99.0% at 15 years. In the radiographic evaluation, grade >3 stress shielding was found in only one hip. More than 80% of the patients were able to perform each of the three deep hip bending activities. CONCLUSIONS: Good fixation at the proximal part of the femur was obtained, and the implant survival rate of the CentPillar stem was excellent during a long-term follow-up.

    DOI: 10.1080/14397595.2020.1868129

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  • CT画像から大腿骨近位部の骨密度自動測定へ向けた試み 深層学習を用いた解析

    上村 圭亮, 大竹 義人, 高尾 正樹, 槇野 大樹, Soufi Mazen, 菅野 伸彦, 佐藤 嘉伸

    日本骨粗鬆症学会雑誌   7 ( Suppl.1 )   261 - 261   2021.9

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  • Epidemiological study of osteonecrosis of the femoral head using the national registry of designated intractable diseases in Japan. International journal

    Ryuichi Sato, Wataru Ando, Wakaba Fukushima, Takashi Sakai, Hidetoshi Hamada, Masaki Takao, Kazuya Ito, Nobuhiko Sugano

    Modern rheumatology   32 ( 4 )   808 - 814   2021.8

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    OBJECTIVES: We aimed to investigate the epidemiological characteristics of osteonecrosis of the femoral head (ONFH) using the designated intractable diseases (DID) database in Japan. METHODS: Data on patients who had received public subsidies for medical costs due to ONFH from 2012 to 2013 were extracted from the DID database. The incidence and prevalence of ONFH, distribution of gender, age, and the prevalence of associated risk factors were assessed. These epidemiological characteristics were compared with those of another nationwide ONFH survey conducted during a similar period. RESULTS: Data on 3264 newly diagnosed patients (incident cases) and 20,042 patients registered until 2013 (prevalent cases) were evaluated. The corrected annual incidence and prevalence of ONFH per 100,000 were 3.0 and 18.2-19.2, respectively. The ratio of males to females was 1.4 in 2012 and 1.2 in 2013, respectively. Peak distribution was observed at ages 40s and 60s in males and females, respectively. The prevalence of the risk factors were steroid-associated: 39%, alcohol-associated: 30%, both: 4%, and none: 27%. CONCLUSIONS: The DID database data showed a similar distribution of gender and age to that in other nationwide surveys but lower incidence and prevalence of ONFH. Sampling bias may affect the epidemiological characteristics of ONFH.

    DOI: 10.1093/mr/roab047

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  • Debate 若年者Stage 3A大腿骨頭壊死患者への人工股関節置換術 BHA vs. THA

    山本 卓明, 加来 信広, 高尾 正樹

    臨床整形外科   56 ( 8 )   1081 - 1086   2021.8

  • A carbon fiber-reinforced polyetheretherketone intramedullary nail improves fracture site visibility on postoperative radiographic images. Reviewed International journal

    Kazuma Takashima, Ichiro Nakahara, Hidetoshi Hamada, Wataru Ando, Masaki Takao, Keisuke Uemura, Nobuhiko Sugano

    Injury   52 ( 8 )   2225 - 2232   2021.8

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    INTRODUCTION: To evaluate the advantages of a carbon fiber-reinforced polyetheretherketone (CFR/PEEK) intramedullary nail on the diagnosis of fracture healing because of its radiolucency, we retrospectively reviewed radiographs and computed tomography (CT) images of trochanteric femoral fractures that underwent internal fixation with the CFR/PEEK intramedullary nail or a traditional metallic intramedullary nail. METHODS: Radiographs and CT images from 20 patients with intertrochanteric femoral fractures treated with a CFR/PEEK intramedullary nail and 20 similar patients treated with a metallic intramedullary nail were reviewed. After division of the intertrochanteric region into three zones on anteroposterior and lateral views of the radiographs, the visibilities of the fracture site, fracture line, and bone formation were evaluated in each zone. A three-grade assessment for existence of scattering and effect of scattering on diagnosis of the surrounding bone was performed on three axial slices of the CT images. RESULTS: In the CFR/PEEK group, the fracture site was visible in all zones for all cases except for the posterior zone on the lateral view in one case. In the cranial and middle zones on anteroposterior views and the middle zone on lateral views of the radiographs, the visible fracture site rates in the CFR/PEEK group were significantly higher than those in the metal group. The grades for existence of scattering and effect of scattering on diagnosis of surrounding bone on the CT images were significantly lower in the CFR/PEEK group compared with the metal group. CONCLUSION: Superior fracture site visibility on radiographs was demonstrated in cases treated with the CFR/PEEK intramedullary nail compared with cases treated with the traditional metallic intramedullary nail, thereby confirming the advantages of the CFR/PEEK intramedullary nail for evaluation of fracture reduction and bone formation. The CFR/PEEK nail evoked little scattering on CT images, leading to higher diagnostic values for the peri-prosthetic cancellous and cortical bone compared with the metallic nail.

    DOI: 10.1016/j.injury.2021.03.048

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  • 炭素繊維強化PEEK樹脂複合材を用いた大腿骨近位部固定ネイルのX線CT診断特性

    高嶋 和磨, 中原 一郎, 上村 圭亮, 濱田 英敏, 安藤 渉, 高尾 正樹, 三木 秀宣, 菅野 伸彦

    Hip Joint   47 ( 1 )   455 - 458   2021.8

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    大腿骨転子部骨折に対し、炭素線維強化PEEK樹脂複合材(CFR/PEEK)を用いた大腿骨近位部固定ネイルで骨接合術を行った20例(A群)と、金属ネイルで骨接合術を行い、A群と年齢、性別、BMI、骨折型が同等の20例(B群)を対象とした。術後3ヵ月で撮像した股関節CTをコンピューターソウトウェアを用いてインプラント軸を基準に座標系を統一し、ラグスクリュー・ネイル接合部、2cm上下方高位での横断像で金属散乱線に阻害されない骨・軟部・インプラントの視認性を群間比較した。その結果、A群はX線CTでの診断特性が良好で、ラグスクリュー・ネイル接合部より2cm下方では、全例で金属散乱線の影響がなかった。また、同一横断面にラグスクリューとネイルが存在する接合部付近においての視認性が特に優れていた。CFR/PEEKネイルは金属ネイルに比べ、X線CTでの診断特性が良好と考えられた。

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  • 炭素繊維強化PEEK樹脂複合材を用いた大腿骨近位部固定ネイルの臨床的耐久性

    高嶋 和磨, 中原 一郎, 上村 圭亮, 濱田 英敏, 安藤 渉, 高尾 正樹, 三木 秀宣, 菅野 伸彦

    Hip Joint   47 ( 1 )   459 - 462   2021.8

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    大腿骨転子部骨折に対し、炭素線維強化PEEK樹脂複合材(CFR/PEEK)を用いた大腿骨近位部固定ネイルで骨接合術を行い、術後半年に骨癒合を獲得できなかった2例を対象とした。臨床評価としてHarris hip score、NRS、骨癒合獲得時期、X線学的評価、合併症(インプラント破損やカットアウト)を調査した。手術時年齢は平均82歳で、全例が女性であった。骨折型は全例がAO-OTA分類の不安定型であった。その結果、2例とも最終的に10〜24ヵ月に骨癒合を獲得できた。術後1ヵ月以降のラグスクリューのテレスコープを認めず、経過観察期間中に骨折部の転位、カットアウト、インプラントの変形・破損も生じなかった。術後経過および最終観察時においても疼痛や活動制限はなかった。CFR/PEEKインプラントは最長24ヵ月の骨癒合不全の状態で荷重条件下でも、ネイルが疲労破綻することなく骨癒合を獲得でき、優れた耐疲労特性があると考えられた。

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  • ロボティクスとナビゲーション

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏, 上村 圭亮

    日本整形外科学会雑誌   95 ( 8 )   S1443 - S1443   2021.8

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  • 徐放機能を有するcarbon fiber reinforced polymer(CFRP)インプラントからのバンコマイシン拡散動態の検証

    上畠 聡志, 安藤 渉, 江浪 秀明, 中原 一郎, 濱田 英敏, 高尾 正樹, 上村 圭亮, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 8 )   S1782 - S1782   2021.8

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  • Comparison of the accuracy of the cup position and orientation in total hip arthroplasty for osteoarthritis secondary to developmental dysplasia of the hip between the Mako robotic arm-assisted system and computed tomography-based navigation. Reviewed International journal

    Wataru Ando, Masaki Takao, Hidetoshi Hamada, Keisuke Uemura, Nobuhiko Sugano

    International orthopaedics   45 ( 7 )   1719 - 1725   2021.7

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    PURPOSE: We investigated the accuracy of the acetabular cup position and orientation in robotic-assisted total hip arthroplasty (rTHA) compared to navigated THA (nTHA) using computed tomography (CT) for patients with osteoarthritis secondary to developmental dysplasia of the hip (DDH). METHODS: We studied 31 hips of 28 patients who underwent rTHA and 119 hips of 112 patients who underwent nTHA with the same target cup orientation. After propensity score matching, each group comprised 29 hips. Post-operative cup position and orientation were measured from the postoperative CT data. Errors from the target cup position and orientation were compared between the two groups. RESULTS: Post-operatively, the absolute error of the anteroposterior and superoinferior cup positions from the target position was significantly lower in the rTHA group than in the nTHA group. The change in the post-operative radiographic inclination from the target orientation was lower in the rTHA group than in the nTHA group. Screw fixation for cup implantation was required for three hips in the nTHA group but not in the rTHA group. CONCLUSION: rTHA achieved more precise cup implantation with reduced variation from the target orientation compared to nTHA in patients with osteoarthritis secondary to DDH.

    DOI: 10.1007/s00264-021-05015-3

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  • The Effects of Rasp Oversize on the Clinical and Radiographic Outcomes of Total Hip Arthroplasty With a Collared Satin-Finished Composite Beam Cemented Stem Reviewed International journal

    Yoshichika Hashimoto, Wataru Ando, Takashi Sakai, Masaki Takao, Hidetoshi Hamada, Nobuhiko Sugano

    The Journal of Arthroplasty   36 ( 6 )   2055 - 2061   2021.6

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    BACKGROUND: This study aimed to compare the clinical and radiographic outcomes of using two different oversized rasps in total hip arthroplasty (THA) with a composite beam cemented stem (DCM-J). METHODS: A consecutive series of 105 hips underwent hybrid THA using the DCM-J stem between 2006 and 2010. Among the patients with a minimum 10-year follow-up, a 1.5-mm oversized rasp was used in 38 hips (group S), whereas a 0.5-mm oversized rasp was used in 36 hips (group M). The Japanese Orthopedic Association hip score and radiographic findings were evaluated, including cement mantle thickness, stress shielding, and cortical hypertrophy. RESULTS: The Japanese Orthopedic Association hip score was significantly improved postoperatively with 100% of the implant survival rate in both groups when septic loosening was excluded. Radiographic assessment performed immediately postoperatively revealed that the cement mantle thickness was significantly larger in group M than group S in Gruen zone 1 but did not differ between groups in zones 2-7. Stress shielding was significantly more frequent in group M than group S at 2 years (P = .011), 5 years (P = .012), and ≥10 years postoperatively (P = .038). Cortical hypertrophy appeared in a time-dependent manner; however, the prevalence did not significantly differ between groups at final follow-up at a mean of 11.7 years (range 10-14 years) postoperatively. CONCLUSIONS: The DCM-J stem achieved good clinical results in both groups. Stress shielding was significantly more frequent in THA using the 0.5-mm rasp than the 1.5-mm rasp, indicating that sufficient cement mantle room should be prepared for the cemented stem.

    DOI: 10.1016/j.arth.2021.01.044

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  • Recombinant human FGF-2 for the treatment of early-stage osteonecrosis of the femoral head: TRION, a single-arm, multicenter, Phase II trial. Reviewed International journal

    Yutaka Kuroda, Takeyuki Tanaka, Takaki Miyagawa, Hidetoshi Hamada, Hiroyasu Abe, Toshiko Ito-Ihara, Ryuta Asada, Yusuke Fujimoto, Daisuke Takahashi, Tomonori Tetsunaga, Ayumi Kaneuji, Michiaki Takagi, Yutaka Inaba, Satoshi Morita, Nobuhiko Sugano, Sakae Tanaka, Shuichi Matsuda, Haruhiko Akiyama

    Regenerative medicine   16 ( 6 )   535 - 548   2021.6

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    Aim: This study aimed to evaluate the 2-year outcomes from a clinical trial of recombinant human FGF-2 (rhFGF-2) for osteonecrosis of the femoral head (ONFH). Patients & methods: Sixty-four patients with nontraumatic, precollapse and large ONFHs were percutaneously administered with 800 μg rhFGF-2 contained in gelatin hydrogel. Setting the end point of radiological collapse, we analyzed the joint preservation period of the historical control. Changes in two validated clinical scores, bone regeneration and safety were evaluated. Results: Radiological joint preservation time was significantly higher in the rhFGF-2 group than in the control group. The ONFHs tended to improve to smaller ONFHs. The postoperative clinical scores significantly improved. Thirteen serious adverse events showed recovery. Conclusion: rhFGF-2 treatment increases joint preservation time with clinical efficacy, radiological bone regeneration and safety.

    DOI: 10.2217/rme-2021-0049

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  • Geographic distribution of the incidence of osteonecrosis of the femoral head in Japan and its relation to smoking prevalence. Reviewed International journal

    Tetsuro Tani, Wataru Ando, Wakaba Fukushima, Hidetoshi Hamada, Masaki Takao, Kazuya Ito, Takashi Sakai, Nobuhiko Sugano

    Modern rheumatology   32 ( 1 )   1 - 7   2021.3

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    OBJECTIVES: Alcohol intake and smoking are modifiable lifestyle-related risk factors for osteonecrosis of the femoral head (ONFH). We investigated geographic differences in ONFH incidence in Japan and the correlation with alcohol intake and smoking to develop prevention strategies for ONFH in Japan. METHODS: This ecological study was conducted in Japan primarily using the following data sources: nationwide epidemiological survey and national survey. We estimated the annual ONFH incidence and the prevalence of alcohol drinking and smoking in each prefecture. Prefectural incidence and prevalence were calculated by sex and age-standardization. RESULTS: The mean annual ONFH incidence per 100,000 population was 3.08 in men and 1.63 in women, respectively. There was no significant correlation between ONFH incidence and the prevalence of any levels of alcohol intake, while smoking ≥20 cigarettes/day showed a significant and moderate correlation in men (r = 0.47, p = .01). This correlation remained significant after adjustment for the prevalence of any levels of alcohol intake (standardized partial regression coefficient = 0.47-0.49, p = .009-.01). CONCLUSION: ONFH incidence is geographically variable in Japan, and this may be partly explained by the distribution of smoking prevalence. Smoking cessation may contribute to an effective decline in the overall ONFH incidence in Japan.

    DOI: 10.1080/14397595.2021.1899452

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  • Geographic distribution of the incidence of osteonecrosis of the femoral head in Japan and its relation to smoking prevalence. International journal

    Tetsuro Tani, Wataru Ando, Wakaba Fukushima, Hidetoshi Hamada, Masaki Takao, Kazuya Ito, Takashi Sakai, Nobuhiko Sugano

    Modern rheumatology   2021.3

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    OBJECTIVES: Alcohol intake and smoking are modifiable lifestyle-related risk factors for osteonecrosis of the femoral head (ONFH). We investigated geographic differences in ONFH incidence in Japan and the correlation with alcohol intake and smoking to develop prevention strategies for ONFH in Japan. METHODS: This ecological study was conducted in Japan primarily using the following data sources: nationwide epidemiological survey and national survey. We estimated the annual ONFH incidence and the prevalence of alcohol drinking and smoking in each prefecture. Prefectural incidence and prevalence were calculated by sex and age-standardization. RESULTS: The mean annual ONFH incidence per 100,000 population was 3.08 in men and 1.63 in women, respectively. There was no significant correlation between ONFH incidence and the prevalence of any levels of alcohol intake, while smoking ≥20 cigarettes/day showed a significant and moderate correlation in men (r = 0.47, p = .01). This correlation remained significant after adjustment for the prevalence of any levels of alcohol intake (standardized partial regression coefficient = 0.47-0.49, p = .009-.01). CONCLUSION: ONFH incidence is geographically variable in Japan, and this may be partly explained by the distribution of smoking prevalence. Smoking cessation may contribute to an effective decline in the overall ONFH incidence in Japan.

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  • Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network. Reviewed International journal

    Keisuke Uemura, Yoshito Otake, Masaki Takao, Mazen Soufi, Akihiro Kawasaki, Nobuhiko Sugano, Yoshinobu Sato

    International journal of computer assisted radiology and surgery   16 ( 11 )   1855 - 1864   2021.3

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    PURPOSE: In quantitative computed tomography (CT), manual selection of the intensity calibration phantom's region of interest is necessary for calculating density (mg/cm3) from the radiodensity values (Hounsfield units: HU). However, as this manual process requires effort and time, the purposes of this study were to develop a system that applies a convolutional neural network (CNN) to automatically segment intensity calibration phantom regions in CT images and to test the system in a large cohort to evaluate its robustness. METHODS: This cross-sectional, retrospective study included 1040 cases (520 each from two institutions) in which an intensity calibration phantom (B-MAS200, Kyoto Kagaku, Kyoto, Japan) was used. A training dataset was created by manually segmenting the phantom regions for 40 cases (20 cases for each institution). The CNN model's segmentation accuracy was assessed with the Dice coefficient, and the average symmetric surface distance was assessed through fourfold cross-validation. Further, absolute difference of HU was compared between manually and automatically segmented regions. The system was tested on the remaining 1000 cases. For each institution, linear regression was applied to calculate the correlation coefficients between HU and phantom density. RESULTS: The source code and the model used for phantom segmentation can be accessed at https://github.com/keisuke-uemura/CT-Intensity-Calibration-Phantom-Segmentation . The median Dice coefficient was 0.977, and the median average symmetric surface distance was 0.116 mm. The median absolute difference of the segmented regions between manual and automated segmentation was 0.114 HU. For the test cases, the median correlation coefficients were 0.9998 and 0.999 for the two institutions, with a minimum value of 0.9863. CONCLUSION: The proposed CNN model successfully segmented the calibration phantom regions in CT images with excellent accuracy.

    DOI: 10.1007/s11548-021-02345-w

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  • 特発性大腿骨頭壊死症の危険因子の新たな知見 飲酒と喫煙は生物学的交互作用を示す

    谷 哲郎, 安藤 渉, 濱田 英俊, 高尾 正樹, 福島 若葉, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   64 ( 春季学会 )   196 - 196   2021.3

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  • Gamma-Glutamyl Transferase: A Useful Marker of Habitual Drinking in Cases of Alcohol-Associated Osteonecrosis of the Femoral Head. Reviewed International journal

    Hidetoshi Hamada, Wataru Ando, Masaki Takao, Nobuhiko Sugano

    Alcohol and alcoholism (Oxford, Oxfordshire)   56 ( 2 )   175 - 180   2021.2

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    AIMS: Alcohol intake is one of the factors associated with the occurrence of osteonecrosis of the femoral head (ONFH), and its epidemiological information regarding alcohol intake depends on patients' self-reports. Therefore, we analysed the efficacy of laboratory tests as an objective diagnostic tool to indicate habitual drinking in patients with alcohol-associated ONFH. METHODS: This study included 109 consecutive patients diagnosed with ONFH who underwent primary hip surgery in our institution between 2010 and 2018. The patients were classified into group AL (alcohol-associated ONFH; n = 26) and group NO (alcohol-unassociated ONFH; n = 83), based on their self-reported information. Serum levels of gamma-glutamyl transferase (GGT), mean corpuscular volume (MCV), aspartate aminotransferase (AST), alanine aminotransferase (ALT), total cholesterol and triglycerides were compared between both groups. The sensitivities and specificities with the optimal cut-off values for detecting alcohol-associated ONFH were compared among these markers. RESULTS: The median serum levels of GGT, AST and ALT were significantly higher in the AL group than in the NO group. The receiver operating characteristic curve analysis demonstrated an area under the curve of 0.795 for GGT, 0.731 for AST and 0.709 for ALT. The optimal cut-off level of GGT as a marker for alcohol-associated ONFH was 36.5 units/L, with a sensitivity of 76% and specificity of 80%, and it was found to be the best marker among the other examined laboratory markers. CONCLUSION: Serum GGT level is a useful laboratory marker with moderate accuracy that indicates habitual drinking in patients with alcohol-associated ONFH.

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  • Differences in knee joint degeneration between primary hip osteoarthritis and hip osteoarthritis secondary to hip developmental dysplasia: A propensity score-based analysis. Reviewed International journal

    Ryuichi Sato, Wataru Ando, Hidetoshi Hamada, Masaki Takao, Mitsuru Saito, Nobuhiko Sugano

    Modern rheumatology   31 ( 6 )   1 - 10   2021.2

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    OBJECTIVES: This study aimed to investigate differences in lower limb alignment and the prevalence of knee osteoarthritis (OA) among patients with primary hip osteoarthritis (PHOA) versus those with hip osteoarthritis secondary to developmental dysplasia of the hip (DDH-OA). METHODS: We compared 83 patients who underwent primary total hip arthroplasty for unilateral PHOA or DDH-OA after performing propensity score matching. The prevalence of knee OA and lower limb alignment were evaluated on preoperative plain radiographs. RESULTS: The prevalence of knee OA on the ipsilateral side was significantly higher in the PHOA group than in the DDH-OA group (p =.019), whereas there was no difference between the groups on the contralateral side (p = .631). Lower-limb alignment was more valgus on the ipsilateral side in the DDH-OA group than the PHOA group, whereas it was not significantly different on the contralateral side between groups. CONCLUSION: The prevalence of knee OA and lower-limb malalignment on the ipsilateral side of hip OA were different for PHOA and DDH-OA patients. Shifting the mechanical axis of lower limbs might be associated with the prevalence of knee OA and lower limb malalignment in the presence of unilateral hip OA.

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  • Bayesian U-netを用いた股関節形成不全症例の筋萎縮の評価

    上村 圭亮, 大竹 義人, 岡本 昌士, 徳永 邦彦, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   22 ( 4 )   298 - 299   2020.11

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  • Hip subluxation and osteophye morphology are related to coronal contracture of the hip. Reviewed International journal

    Tetsuro Tani, Wataru Ando, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    Journal of orthopaedic research : official publication of the Orthopaedic Research Society   39 ( 8 )   1691 - 1699   2020.10

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    Coronal hip contracture induces pelvic obliquity in the presence of hip osteoarthritis (HOA), followed by the functional leg-length discrepancy. To promote accurate diagnosis of contracture and proper management of soft tissue release in total hip arthroplasty (THA), this study aimed to clarify the morphological features on plain radiographs that are related to contracture in patients with HOA. Two hundred forty-three hips of 231 patients with HOA who underwent primary THA were included in this study. Preoperative pelvic radiographs of the bilateral hips in maximum adduction and abduction were used to quantify contracture. Patients were grouped according to their contracture as having abduction contracture, adduction contracture, or minimal contracture. We investigated HOA, subluxation, anatomical factors, spinal factors, and the morphology of osteophytes at the inferomedial femoral head and compared parameters among groups to clarify the predictors of contracture. Eighteen hips (7.6%) were classified as having adduction contracture and 23 (9.4%) as having abduction contracture. Crowe classification, leg-length discrepancy, and osteophyte morphology showed significant correlations with adduction contracture. Factors significantly correlated with abduction contracture were offset difference, pelvic obliquity, functional femoral anteversion, and osteophyte morphology. Multivariate logistic regression analysis showed that the factor most strongly related to adduction contracture was Crowe III classification, whereas the strongest predictor of abduction contracture was osteophyte morphology. In conclusion, hip subluxation was related to the adduction contracture of the hip, whereas osteophyte morphology was related to abduction contracture.

    DOI: 10.1002/jor.24891

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  • 大規模放射線読影レポートデータベースによるBERTモデルの事前学習とそれを用いたCT画像の撮影目的の推定

    本田 修平, 大竹 義人, 高尾 正樹, 荒牧 英治, 矢田 竣太郎, 合田 憲人, 佐藤 真一, 橋本 正弘, 明石 敏昭, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   39回   56 - 56   2020.9

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  • 骨塩定量ファントムを用い臨床用CT画像から大腿骨骨密度を自動計測するシステムの開発

    上村 圭亮, 大竹 義人, スーフィー・マーゼン, 川崎 明宙, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   39回   33 - 33   2020.9

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  • AIを活用した計算解剖学と手術データサイエンス

    佐藤 嘉伸, 大竹 義人, 日朝 祐太, 上村 圭亮, 高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 8 )   S1808 - S1808   2020.9

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  • 個別化運動器科学に向けたCT画像からの下腿部・足部筋骨格の自動セグメンテーション

    スーフィー・マーゼン, 大竹 義人, 宮本 拓馬, 田中 康仁, 上村 圭亮, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   39回   35 - 35   2020.9

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  • 【多元計算解剖学の数理基礎】運動器機能解析を目指した筋骨格計算解剖モデル

    大竹 義人, 日朝 祐太, 上村 圭亮, 高尾 正樹, 田中 利恵, 真田 茂, 菅野 伸彦, 佐藤 嘉伸

    MEDICAL IMAGING TECHNOLOGY   38 ( 3 )   108 - 114   2020.5

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    新学術領域「多元計算解剖学」A01-3班:多元計算解剖学における機能情報統合の基盤技術においては,運動器機能解析を目指した筋骨格計算解剖モデルの開発を行った.本プロジェクトでは,医学・バイオメカニクス・スポーツ科学を含む,さまざまな運動器科学領域での応用を目的とし,医用画像に基づいた被験者個別の筋骨格解剖を忠実に再現したモデルを簡便かつ高精度に構築する手法を検討した.本稿では,プロジェクトの成果である1)深層学習を用いた筋骨格セグメンテーション,2)CT-MRIモダリティー変換,3)X線画像とCT画像の位置合わせによる骨格運動・姿勢推定,4)高精細遺体凍結画像と臨床画像の統合による筋線維走行推定,について紹介する.(著者抄録)

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    Other Link: https://search.jamas.or.jp/index.php?module=Default&action=Link&pub_year=2020&ichushi_jid=J02087&link_issn=&doc_id=20200728050005&doc_link_id=10.11409%2Fmit.38.108&url=https%3A%2F%2Fdoi.org%2F10.11409%2Fmit.38.108&type=J-STAGE&icon=https%3A%2F%2Fjk04.jamas.or.jp%2Ficon%2F00007_2.gif

  • 日本における特発性大腿骨頭壊死症の発症に地域差はあるのか 全国疫学調査と国民生活基礎調査による解析 Reviewed

    谷 哲郎, 安藤 渉, 濱田 英敏, 高尾 正樹, 坂井 孝司, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   63 ( 春季学会 )   137 - 137   2020.4

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  • 股関節周囲筋の筋萎縮、筋変性と筋力、QOLとの関連 Reviewed

    岩佐 諦, 高尾 正樹, 大竹 義人, 日朝 祐太, 濱田 英敏, 安藤 渉

    中部日本整形外科災害外科学会雑誌   63 ( 春季学会 )   202 - 202   2020.4

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  • Effect of a modular neck hip prosthesis on anteversion and hip rotation in total hip arthroplasty for developmental dysplasia of the hip. Reviewed

    Ema Nakahara, Keisuke Uemura, Wataru Ando, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    Journal of artificial organs : the official journal of the Japanese Society for Artificial Organs   23 ( 3 )   255 - 261   2020.3

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    Total hip arthroplasty (THA) is often required to decrease the excessive anatomical femoral anteversion (AA) in developmental dysplasia of the hip. Studies have recommended decreasing the AA via the use of a retroverted modular neck. However, hip rotation after THA may strengthen or weaken the effect of changing the AA. Thus, the present study analyzed the effect of a retroverted neck on AA and hip rotation. Patients who underwent THA using a straight neck (ST group) or a 15° retroverted neck (RV group) in a version changeable dual modular system (Mainstay stem, Kyocera, Kyoto, Japan) were retrospectively reviewed. After matching for age, body mass index, and surgical approach, 44 patients were included in each group. The AA and hip rotation (femoral rotational angle: FRA) were measured on CT images acquired preoperatively and 1 month after THA, and were compared between the groups. The mean ± standard deviation preoperative AA of the ST group (26.1 ± 10.7°) was significantly smaller than that of the RV group (44.2 ± 7.8°) (p < 0.001). In contrast, the postoperative AA did not significantly differ between the groups (ST group 27.5 ± 9.8°, RV group 25.1 ± 8.3°, p = 0.406). The change in FRA after THA did not significantly differ between the groups (ST group - 3.8 ± 9.9°, RV group - 3.5 ± 9.1°, p = 0.841). In conclusion, a 15° retroverted neck was useful in controlling AA in hips with excessive AA, and the change in FRA after THA did not differ between the ST group and the RV group.

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  • 新しい医療技術 CFRP製髄内釘の臨床応用 Reviewed

    中原 一郎, 高嶋 和磨, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    整形・災害外科   63 ( 3 )   321 - 325   2020.3

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    <文献概要>炭素繊維強化樹脂(CFRP)は,高い強度で剛性を下げられ,優れた耐疲労特性,X線透過性から,金属に代わる骨折治療用具の材料として期待されている。生体適合性に優れたpolyetheretherketone(PEEK)が樹脂材料の主流で,海外ではCFR-PEEK製の骨折治療用具が既に臨床応用されている。本邦でもCFR-PEEK製髄内釘の治験が完了し,本邦初のCFR-PEEK骨折治療用具が臨床応用目前である。

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  • MRI項目のみで診断された特発性大腿骨頭壊死症stage 1の経過 Reviewed

    安藤 渉, 坂井 孝司, 福島 若葉, 高尾 正樹, 濱田 英敏, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 3 )   S1234 - S1234   2020.3

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  • 2D/3D X-ray registration methodを用いた立位下肢長尺三次元モデルの構築 Reviewed

    佐藤 龍一, 高尾 正樹, 大竹 義人, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 丸毛 啓史, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 3 )   S671 - S671   2020.3

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  • 日本での大腿骨頭壊死症の地域性は喫煙の地域性と相関する Reviewed

    谷 哲郎, 安藤 渉, 濱田 英敏, 高尾 正樹, 伊藤 一弥, 福島 若葉, 坂井 孝司, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 3 )   S1088 - S1088   2020.3

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  • 人工股関節の未来と問題点 人工股関節全置換術におけるさらなる良好な成績を得るための材料と工夫 Reviewed

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏

    日本整形外科学会雑誌   94 ( 2 )   S388 - S388   2020.3

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  • 人工股関節全置換術インプラントの変遷と今後 Reviewed

    菅野 伸彦, 高尾 正樹, 安藤 渉

    日本整形外科学会雑誌   94 ( 2 )   S393 - S393   2020.3

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  • 新しい医療技術 CFRP製髄内釘の臨床応用

    中原 一郎, 高嶋 和磨, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    整形・災害外科   63 ( 3 )   321 - 325   2020.3

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    <文献概要>炭素繊維強化樹脂(CFRP)は,高い強度で剛性を下げられ,優れた耐疲労特性,X線透過性から,金属に代わる骨折治療用具の材料として期待されている。生体適合性に優れたpolyetheretherketone(PEEK)が樹脂材料の主流で,海外ではCFR-PEEK製の骨折治療用具が既に臨床応用されている。本邦でもCFR-PEEK製髄内釘の治験が完了し,本邦初のCFR-PEEK骨折治療用具が臨床応用目前である。

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  • Posterior Pelvic Tilt From Supine to Standing in Patients With Symptomatic Developmental Dysplasia of the Hip. Reviewed International journal

    Tetsuro Tani, Masaki Takao, Keisuke Uemura, Yoshito Otake, Hidetoshi Hamada, Wataru Ando, Yoshinobu Sato, Nobuhiko Sugano

    Journal of orthopaedic research : official publication of the Orthopaedic Research Society   38 ( 3 )   578 - 587   2020.3

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    Pelvic sagittal inclination (PSI) significantly affects the femoral head coverage by the acetabulum in patients with developmental dysplasia of the hip (DDH), while no reports have quantified PSI in DDH patients in the supine and standing positions. Furthermore, little is known about how PSI changes after periacetabular osteotomies. Herein, PSI in the supine and standing positions was quantified in DDH patients preoperatively and postoperatively. Twenty-five patients with DDH who had undergone periacetabular osteotomies were analyzed. The preoperative PSI and the PSI 2 years after surgery were measured in the supine and standing positions using the image registration technique between radiographs and computed tomographic images. The percentage of patients who showed PSI changes of more than 10° from the supine to the standing position was quantified. PSI changed 8.2 ± 5.0° posteriorly from the supine to the standing position during the preoperative period. Posterior pelvic tilt of more than 10° was found in nine cases (36%). Two years after periacetabular osteotomies, the postural PSI change was 7.1 ± 3.9° posteriorly. When the preoperative and postoperative PSI values were compared, PSI in the standing position did not differ (p = 0.20). Similarly, the amount of PSI change from the supine to standing position was not significantly different (p = 0.26). In conclusion, posterior pelvic tilt in the standing position was found preoperatively in symptomatic DDH patients, and it remained for 2 years after periacetabular osteotomies. This postural change in PSI does not seem to influence the outcome of periacetabular osteotomy. However, during preoperative planning, surgeons should recognize that acetabular anteversion or anterior acetabular coverage differs between the supine and standing positions in some patients with DDH. © 2019 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 38:578-587, 2020.

    DOI: 10.1002/jor.24484

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  • Clinical outcomes of proximal femoral fractures treated with a novel carbon fiber-reinforced polyetheretherketone intramedullary nail. Reviewed International journal

    Kazuma Takashima, Ichiro Nakahara, Keisuke Uemura, Hidetoshi Hamada, Wataru Ando, Masaki Takao, Nobuhiko Sugano

    Injury   51 ( 3 )   678 - 682   2020.3

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    INTRODUCTION: We developed a new carbon fiber-reinforced polyetheretherketone (CFR/PEEK) intramedullary nail for proximal femoral fractures. This study aimed to examine the efficacy and safety of the CFR/PEEK intramedullary nail for use in the treatment of patients with proximal femoral fractures. METHODS: This multicentre single-arm clinical trial enrolled 20 patients (3 men, 17 women; mean age 85.0 years, range 72-95 years) with proximal femoral fractures treated with the CFR/PEEK intramedullary nail. The follow-up period was >4 months. Primary outcomes were union of the bone fracture, time to bone union, bone nonunion, complications, implant failure, and the reoperation rate. Secondary outcomes were fracture reduction success, and clinical scores using the Harris hip score, Barthel index, Vitality index, Mini-Mental State Examination, and Numerical Rating Scale. RESULTS: Among the 20 patients with proximal femoral fractures treated with CFR/PEEK intramedullary nails, 19 (95%) were confirmed to display bone union within 3.7 months (range 2.8-10.0 months). One patient was diagnosed as having bone nonunion, although the patient did not complain any pain, and there was no radiological evidence of failure after a follow-up period of >18 months. There were no complications (e.g., cut out, infection, hardware failure), and reoperation was not required. Fracture reduction was good and acceptable in all cases, and the mean tip-apex distance was 13.5 mm (range 9.0-19.1 mm). The results indicated that preoperative activity was maintained (preoperative and postoperative Harris hip scores were 73.2 and 71.0 points, respectively; p = 0.61). CONCLUSION: There were no adverse reactions or failures related to the CFR/PEEK implant, and it provided satisfactory clinical results and a high union rate. Thus, use of the novel CFR/PEEK intramedullary nail is feasible.

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  • Does a computed tomography-based navigation system reduce the risk of dislocation after total hip arthroplasty in patients with osteonecrosis of the femoral head? A propensity score analysis. Reviewed

    Kazuma Takashima, Takashi Sakai, Shu Amano, Hidetoshi Hamada, Wataru Ando, Masaki Takao, Toshimitsu Hamasaki, Nobuo Nakamura, Nobuhiko Sugano

    Journal of artificial organs : the official journal of the Japanese Society for Artificial Organs   23 ( 3 )   247 - 254   2020.2

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    This study aimed to investigate whether use of a computed tomography (CT)-based navigation system reduce the risk of dislocation after total hip arthroplasty (THA) in patients with osteonecrosis of the femoral head (ONFH). A total of 271 hips from 192 consecutive patients that underwent primary THA for ONFH were included. There were 110 hips in non-navigation group, and 161 hips in navigation group. After applying exclusion criteria, 209 hips from 149 patients were selected for analysis. Clinical outcomes and complication rates were evaluated, and implant alignments were also calculated. To identify whether the navigation system was useful to prevent dislocation, the inverse probability of treatment-weighted Cox regression analysis using a propensity score in relationship to sex, age at surgery, body mass index, and femoral head size was performed. No significant difference was observed in clinical scores between both groups. Dislocation was significantly lower in the navigation group (3 hips, 2.7%) than in the non-navigation group (11 hips, 11.2%; p = 0.012), whereas periprosthetic joint infection and aseptic loosening did not differ between the groups. Variance of cup inclination and anteversion angles was smaller in the navigation group than in the non-navigation group (p < 0.001). Use of the CT-based navigation system (hazard ratio; 0.26, 95% confidence interval, 0.07-0.98; p = 0.047) turned out to be the predictor for preventing dislocation. In conclusion, use of the CT-based navigation system provided a precise placement of components, and thus helps to prevent dislocation in patients with ONFH in the propensity score analysis.

    DOI: 10.1007/s10047-020-01158-z

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  • Incidence and determinants of anteflexion impairment after rotational acetabular osteotomy. Reviewed International journal

    Hidetoshi Hamada, Masaki Takao, Wataru Ando, Nobuhiko Sugano

    Journal of orthopaedic research : official publication of the Orthopaedic Research Society   38 ( 8 )   1787 - 1792   2020.1

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    This study aimed to identify the incidence of anteflexion impairment after rotational acetabular osteotomy based on patient-reported outcome measures, and the morphological factors and postoperative bony range of motion associated with anteflexion impairment at 2 years postoperatively. We analyzed 26 patients with developmental dysplasia of the hip who underwent rotational acetabular osteotomy at our institution. Using questionnaires, we defined anteflexion impairment as difficulty in clipping toenails and pulling up and removing socks. Morphological parameters and bony range of motion measured using a postoperative three-dimensional surface model, were compared between the subjects with and without anteflexion impairment. The incidence of anteflexion impairment was 69% at 6 months, 35% at 1 year, and 12% at 2 years after rotational acetabular osteotomy. The mean bony flexion angle was smaller in subjects with impairment than in those without impairment. The mean internal rotation (IR) angle at 90° of flexion was smaller in subjects with impairment than in those without impairment. The incidence of impairment was significantly higher in subjects with both less than or equal to 105° of bony flexion and less than or equal to 20° of IR at 90° of flexion than in the remaining subjects. No significant difference was observed in postoperative femoral head coverage and preoperative morphological parameters including spinal condition between the two groups. To prevent femoroacetabular impingement after rotational acetabular osteotomy, surgeons need to reorient the acetabulum to restore postoperative bony flexion to more than or equal to 105° and/or postoperative IR range of motion to more than or equal to 20° at 90° of flexion.

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  • Bayesian Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT Using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction. Reviewed

    Mitsuki Sakamoto, Yuta Hiasa, Yoshito Otake, Masaki Takao, Yuki Suzuki, Nobuhiko Sugano, Yoshinobu Sato

    J. Signal Process. Syst.   92 ( 3 )   335 - 344   2020

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    DOI: 10.1007/s11265-019-01507-z

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  • 寛骨臼再建にBurch-Schneider Reinforcement cageを用いた人工股関節再置換術の短期成績 Reviewed

    安藤 渉, 高尾 正樹, 濱田 英敏, 菅野 伸彦

    日本人工関節学会誌   49   69 - 70   2019.12

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    当科では人工股関節再置換術において、寛骨臼骨欠損の大きいPaprosky分類Type3BとPelvic discontinuityに対しては同種骨移植に加えBurch-Schneider Reinforcement cage(BS cage)を用いる方針としている。今回、2013〜2017年に本法を施行した15例16股の短期成績を報告した。男性3例、女性12例、手術時年齢は59〜91歳、術後観察期間は平均2.4年(0.1〜4.1年)であった。JOAスコアは術前平均42点が術後80点に改善した。術後合併症として脱臼を1股(6%)に認め、この症例は認知症を有する90歳の患者であった。また一過性の大腿神経麻痺を1股に認めたが、術後1年で改善した。BS cageの破損や再置換例はなかった。代表例2例を提示した。

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  • Validation of the registration accuracy of navigation-assisted arthroscopic débridement for elbow osteoarthritis. Reviewed International journal

    Atsuo Shigi, Kunihiro Oka, Hiroyuki Tanaka, Shingo Abe, Satoshi Miyamura, Masaki Takao, Tatsuo Mae, Hideki Yoshikawa, Tsuyoshi Murase

    Journal of shoulder and elbow surgery   28 ( 12 )   2400 - 2408   2019.12

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    BACKGROUND: The identification and precise removal of bony impingement lesions during arthroscopic débridement arthroplasty for elbow osteoarthritis is technically difficult. Surgical navigation systems, combined with preoperative 3-dimensional (3D) assessment of bony impingements, can provide real-time tracking of the surgical instruments and impingement lesions. This study aims to determine the registration accuracy of the navigation system for the humerus and ulna during elbow arthroscopy. METHODS: We tested the registration procedure using resin bone models of 3 actual patients with elbow osteoarthritis. We digitized bone surface points using navigation pointers under arthroscopy. We initially performed paired-point registration, digitizing 6 preset anatomical landmarks, and then refined the initial alignment with surface matching registration, digitizing 30 points. The registration accuracy for each trial was evaluated as the mean target registration error in each reference marker. Three observers repeated the registration procedure 5 times each with the 3 specimens (total, 45 trials). The median of the registration accuracy was evaluated in total (45 trials) as the accuracy of the registration procedure. The differences in the registration accuracy among the 3 observers (median of 15 trials) were also examined. RESULTS: The total registration accuracies were 0.96 mm for the humerus and 0.85 mm for the ulna. No significant differences were found in the registration accuracy for the humerus and ulna among the 3 observers. CONCLUSIONS: This arthroscopic-assisted registration procedure is sufficiently feasible and accurate for application of the navigation system to arthroscopic débridement arthroplasty in clinical settings.

    DOI: 10.1016/j.jse.2019.06.009

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  • Fully automatic estimation of pelvic sagittal inclination from anterior-posterior radiography image using deep learning framework. Reviewed International journal

    Jodeiri A, Zoroofi RA, Hiasa Y, Takao M, Sugano N, Sato Y, Otake Y

    Computer methods and programs in biomedicine   184   105282 - 105282   2019.12

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    BACKGROUND AND OBJECTIVE: Malposition of the acetabular component causes dislocation and prosthetic impingement after Total Hip Arthroplasty (THA), which significantly affects the postoperative quality of life and implant longevity. The position of the acetabular component is determined by the Pelvic Sagittal Inclination (PSI), which not only varies among different people but also changes in different positions. It is important to recognize individual dynamic changes of the PSI for patient-specific planning of the THA. Previously PSI was estimated by registering the CT and radiography images. In this study, we introduce a new method for accurate estimation of functional PSI without requiring CT image in order to lower radiation exposure of the patient which opens up the possibility of increasing its application in a larger number of hospitals where CT is not acquired as a routine protocol. METHODS: The proposed method consists of two main steps: First, the Mask R-CNN framework was employed to segment the pelvic shape from the background in the radiography images. Then, following the segmentation network, another convolutional network regressed the PSI angle. We employed a transfer learning paradigm where the network weights were initialized by non-medical images followed by fine-tuning using radiography images. Furthermore, in the training process, augmented data was generated to improve the performance of both networks. We analyzed the role of segmentation network in our system and investigated the Mask R-CNN performance in comparison with the U-Net, which is commonly used for the medical image segmentation. RESULTS: In this study, the Mask R-CNN utilizing multi-task learning, transfer learning, and data augmentation techniques achieve 0.960 ± 0.008 DICE coefficient, which significantly outperforms the U-Net. The cascaded system is capable of estimating the PSI with 4.04° ± 3.39° error for the radiography images. CONCLUSIONS: The proposed framework suggests a fully automatic and robust estimation of the PSI using only an anterior-posterior radiography image.

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  • Artificial intelligenceを用いた変形性股関節症患者の股関節周囲筋評価 Reviewed

    岩佐 諦, 高尾 正樹, 大竹 義人, 日朝 祐太, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   21 ( 4 )   224 - 225   2019.11

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  • The 2019 Revised Version of Association Research Circulation Osseous Staging System of Osteonecrosis of the Femoral Head. Reviewed International journal

    Yoon BH, Mont MA, Koo KH, Chen CH, Cheng EY, Cui Q, Drescher W, Gangji V, Goodman SB, Ha YC, Hernigou P, Hungerford MW, Iorio R, Jo WL, Jones LC, Khanduja V, Kim HKW, Kim SY, Kim TY, Lee HY, Lee MS, Lee YK, Lee YJ, Nakamura J, Parvizi J, Sakai T, Sugano N, Takao M, Yamamoto T, Zhao DW

    The Journal of arthroplasty   35 ( 4 )   933 - 940   2019.11

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    BACKGROUND: The Association Research Circulation Osseous (ARCO) presents the 2019 revised staging system of osteonecrosis of the femoral head (ONFH) based on the 1994 ARCO classification. METHODS: In October 2018, ARCO established a task force to revise the staging system of ONFH. The task force involved 29 experts who used a web-based survey for international collaboration. Content validity ratios for each answer were calculated to identify the levels of agreement. For the rating queries, a consensus was defined when more than 70% of the panel members scored a 4 or 5 rating on a 5-point scale. RESULTS: Response rates were 93.1%-100%, and through the 4-round Delphi study, the 1994 ARCO classification for ONFH was successfully revised. The final consensus resulted in the following 4-staged system: stage I-X-ray is normal, but either magnetic resonance imaging or bone scan is positive; stage II-X-ray is abnormal (subtle signs of osteosclerosis, focal osteoporosis, or cystic change in the femoral head) but without any evidence of subchondral fracture, fracture in the necrotic portion, or flattening of the femoral head; stage III-fracture in the subchondral or necrotic zone as seen on X-ray or computed tomography scans. This stage is further divided into stage IIIA (early, femoral head depression ≤2 mm) and stage IIIB (late, femoral head depression >2 mm); and stage IV-X-ray evidence of osteoarthritis with accompanying joint space narrowing, acetabular changes, and/or joint destruction. This revised staging system does not incorporate the previous subclassification or quantitation parameters, but the panels agreed on the future development of a separate grading system for predicting disease progression. CONCLUSION: A staging system has been developed to revise the 1994 ARCO classification for ONFH by an expert panel-based Delphi survey. ARCO approved and recommends this revised system as a universal staging of ONFH.

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  • 手術用ロボット手術ユニットを用いた人工股関節全置換術後のインプラント可動域の評価座標系による違い Reviewed

    中原 恵麻, 安藤 渉, 濱田 英敏, 高尾 正樹, 菅野 伸彦

    日本コンピュータ外科学会誌   21 ( 4 )   249 - 249   2019.11

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  • 立位MRIの精度検証 Reviewed

    谷 哲郎, 高尾 正樹, Mazen Soufi, 大竹 義人, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   21 ( 4 )   326 - 326   2019.11

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  • 股関節の動態解析から得られた新たな知見 発育性股関節形成不全症患者の骨盤傾斜 Reviewed

    高尾 正樹, 谷 哲郎, 濱田 英敏, 安藤 渉, 菅野 伸彦

    日本関節病学会誌   38 ( 3 )   237 - 237   2019.10

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  • 人工関節研究の現在と未来 THAにおけるコンピュータ支援技術 Reviewed

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏

    日本整形外科学会雑誌   93 ( 8 )   S1606 - S1606   2019.9

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  • Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling. Reviewed International journal

    Hiasa Y, Otake Y, Takao M, Ogawa T, Sugano N, Sato Y

    IEEE transactions on medical imaging   39 ( 4 )   1030 - 1040   2019.9

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    We propose a method for automatic segmentation of individual muscles from a clinical CT. The method uses Bayesian convolutional neural networks with the U-Net architecture, using Monte Carlo dropout that infers an uncertainty metric in addition to the segmentation label. We evaluated the performance of the proposed method using two data sets: 20 fully annotated CTs of the hip and thigh regions and 18 partially annotated CTs that are publicly available from The Cancer Imaging Archive (TCIA) database. The experiments showed a Dice coefficient (DC) of 0.891±0.016 (mean±std) and an average symmetric surface distance (ASD) of 0.994±0.230 mm over 19 muscles in the set of 20 CTs. These results were statistically significant improvements compared to the state-of-the-art hierarchical multi-atlas method which resulted in 0.845 ± 0.031 DC and 1.556 ± 0.444 mm ASD. We evaluated validity of the uncertainty metric in the multi-class organ segmentation problem and demonstrated a correlation between the pixels with high uncertainty and the segmentation failure. One application of the uncertainty metric in active-learning is demonstrated, and the proposed query pixel selection method considerably reduced the manual annotation cost for expanding the training data set. The proposed method allows an accurate patient-specific analysis of individual muscle shapes in a clinical routine. This would open up various applications including personalization of biomechanical simulation and quantitative evaluation of muscle atrophy.

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  • 大腿骨頸部骨折に対して大径骨頭を用いたceramic on ceramic人工股関節全置換術の短期成績 Reviewed

    岩佐 諦, 安藤 渉, 濱田 英敏, 高尾 正樹, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   62 ( 秋季学会 )   126 - 126   2019.9

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  • 股関節鏡視下腸腰筋筋内腱切離が奏功した人工股関節腸腰筋インピンジメントの症例 Reviewed

    後藤 泰, 高尾 正樹, 濱田 英敏, 安藤 渉, 吉川 秀樹, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   62 ( 5 )   957 - 957   2019.9

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  • Asymptomatic Deep Venous Thrombosis After Elective Hip Surgery Could Be Allowed to Remain in Place Without Thromboprophylaxis After a Minimum 2-Year Follow-Up. Reviewed International journal

    Tsuda K, Takao M, Kim J, Abe H, Nakamura N, Sugano N

    The Journal of arthroplasty   35 ( 2 )   563 - 568   2019.9

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    BACKGROUND: It is not clear how to treat asymptomatic deep venous thromboses (DVTs) following elective hip arthroplasty because the natural course of DVTs is unclear. It is therefore valuable to understand the natural course of DVTs and their relation to thromboprophylactic methods. METHODS: We followed 742 consecutive patients who underwent elective hip arthroplasty followed by mechanical or chemical prophylaxis of a DVT. All patients underwent preoperative and postoperative duplex ultrasonography of both limbs. Patients who developed postoperative DVT in the popliteal or calf vein were followed without thromboprophylaxis. DVT-positive patients were prospectively followed up with duplex ultrasonography at 3, 6, 12, and 24 months postoperatively. RESULTS: Incidences of preoperative and postoperative DVTs were 3.9% and 33.0%, respectively. Nonfatal pulmonary embolism (PE) occurred in 1 patient after negative echography. All DVTs that developed in the calf vein postoperatively and without anticoagulation remained benign, and 93% of the DVTs ultimately disappeared. CONCLUSION: These results confirmed that the natural course of asymptomatic distal DVTs is benign, with no risk of leading to PE. Thus, distal DVTs could be allowed to remain untreated without chemical prophylaxis to prevent PE in Asian populations.

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  • 人工股関節ロボット支援手術 Reviewed

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏

    臨床整形外科   54 ( 8 )   831 - 837   2019.8

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    <文献概要>はじめに 人工股関節全置換術(total hip arthroplasty:THA)のロボット支援手術は,手術の一部を自動で行うactive systemであるROBODOC(Integrated Surgical Systems, Inc.)が最初のシステムで,セメントレスステム設置の骨母床作成において,術前CTによる手術計画どおりに大腿骨髄腔をロボットアームで制御したミリングバーにより掘削するというものであった.Active systemでは,外科医がロボットの動きを熟知していないとロボットアームの動作に対する適切な対応ができないため,軟部組織損傷のリスクがある.一方で,外科医がロボットアームを手で動かして骨掘削をするsemi-active systemが開発された.その1つであるMakoシステム(日本ストライカー)は,膝関節単顆置換術(unicompartmental knee arthroplasty:UKA)に応用され,その後,寛骨臼リーミングやカップ設置角度の支援ができるようになっている.Makoシステムを使用したTHAでは,カップ設置角度の精度が高く,手術手技の習得は術中X線透視法よりも容易で,脱臼などの合併症を減らし,術後の機能評価も優れていることが報告されている.MakoシステムでのTHAは,2017年10月5日に薬事承認され,2018年8月から評価医療として臨床応用が始まった.筆者はMakoシステムでのTHAを経験したので,その手技や初期の臨床経過について紹介する.

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  • 特発性大腿骨頭壊死症の関連因子である習慣性飲酒歴を客観的に評価する方法 Reviewed

    濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    Hip Joint   45 ( 1 )   531 - 533   2019.8

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    特発性大腿骨頭壊死(ONFH)の連続症例109例109関節を対象に、アルコール関連ONFH26例(A群)とアルコール非関連ONFH83例(B群)に分け、術前1〜3週間の血液検査におけるGGT、MCV、ALT、AST、T-Cho、TGを比較した。アルコール関連ONFHは、1週間のアルコール摂取量(g)と飲酒年数の積が3032(drink-year)以上となる症例と定義した。その結果、A群はB群に比べGGT、AST、ALTが有意に高値であった。性別、年齢、BMIをマッチさせた2群間で比較すると、A群でGGT、AST、MCVが有意に高値であった。各検査値とアルコール関連ONFH診断の関係を示すROC曲線を作成したところ、GGTの予測能が最も高かった。ONFHの関連因子が習慣性飲酒であると予測するGGTの特異度と感度は、カットオフ値を36.5U/Lとすると80%/76%、100U/Lとすると94%/38%で、その精度は中等度であった。

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  • 人工股関節の頻回脱臼に対し再手術を施行した症例の検討 Reviewed

    中原 恵麻, 濱田 英敏, 安藤 渉, 高尾 正樹, 坂井 孝司, 菅野 伸彦

    Hip Joint   45 ( 1 )   218 - 221   2019.8

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    当院で2007〜2017年にTHA後頻回脱臼に対して再置換術を行った19例の成績を調査した。再置換術後に17例(98%)で脱臼は制動されていた。再置換術後も脱臼を認めた2例はいずれも再置換術後アライメント不良かつ36mm骨頭使用例であった。脱臼を制動するためには、インプラントアライメントがcombined anteversion theoryに基づく目標設置角度の前後5°以内であることと、骨頭径36mm以上の大径骨頭を使用することが必要と考えられた。

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  • Risk of injury to the femoral blood vessels based on the extent of acetabular dysplasia in total hip arthroplasty. Reviewed

    Maeda Y, Nakamura N, Takao M, Hamada H, Sugano N

    Journal of artificial organs : the official journal of the Japanese Society for Artificial Organs   22 ( 4 )   324 - 329   2019.7

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    We evaluated the course of the femoral blood vessels of patients with acetabular dysplasia. Patients were divided into five groups: those with Crowe type I, II, III, and IV dysplastic hips and those with normal hips. A computed tomography-based hip navigation software was used to measure the distance between the femoral blood vessels and the anterior pelvic wall in four axial planes located 10-40 mm proximal to the pelvic teardrop. In Crowe Groups I through IV, the distance was shortest at a point 20 mm proximal to the pelvic teardrop. Furthermore, the distance decreased as the Crowe classification grade increased. Because the femoral blood vessels pass close to the pelvis in many patients in Crowe III and IV hips, caution is required during surgery in these patients.

    DOI: 10.1007/s10047-019-01116-4

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  • Transitional changes in the incidence of hip osteonecrosis among renal transplant recipients. Reviewed

    Takao M, Abe H, Sakai T, Hamada H, Takahara S, Sugano N

    Journal of orthopaedic science : official journal of the Japanese Orthopaedic Association   25 ( 3 )   466 - 471   2019.7

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    BACKGROUND: Immunosuppressive therapy for renal allograft recipients has changed substantially since the introduction of the anti-CD25 monoclonal antibody, basiliximab. We hypothesized that recent improvements in immunosuppressive treatment may reduce the incidence of osteonecrosis of the femoral head (ONFH). This study aimed to investigate transitional changes in the incidence of OFNH among renal transplant recipients by MRI. METHODS: Participants comprised 110 patients who had undergone renal transplantation from 2003 to 2012, during which time basiliximab was in regular use at our institute (Recent group), and 232 patients who had undergone RT between 1986 and 2003 (Past group). We compared ONFH incidence between the two groups and evaluated risk factors for ONFH, including immunosuppressants (calcineurin inhibitors, basiliximab, and/or steroids) and postoperative renal function. RESULTS: Incidence of ONFH was lower in the Recent group (0%) than in the Past group (3.4%; p = 0.043). In the Recent group, age was greater, ABO/human leukocyte antigen incompatibility was worse, while steroid dose was decreased and post-transplant renal function was improved. Cumulative methylprednisolone dose at postoperative week 2 and delayed graft function were identified as risk factors for ONFH. CONCLUSION: Risk of ONFH after renal transplantation has fallen with the advent of regular use of basiliximab, although this agent does not appear to be a factor directly associated with the incidence of ONFH. STUDY DESIGN: Clinical prognostic study (Level III case control study).

    DOI: 10.1016/j.jos.2019.06.009

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  • 疾患股関節のCEAの自動計測と大規模データベースでの有用性の検討

    田中 雄基, 日朝 祐太, 大竹 義人, 高尾 正樹, 上村 圭亮, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   38回   667 - 670   2019.7

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    大規模医用画像データベースに対する病態解析の必要性が高まっている.そこで我々は変形性股関節症に着目し,大規模医用画像データベースに対する変形性股関節症の分類である一次性と二次性の自動分類を目標とする.本研究ではそのための第一歩として三次元CT画像からConvolutional Neural Network(CNN)を用いて解剖学的特徴点を特定し,臨床で用いられているCenter Edge Angle(CEA)を自動で計測する.また診療科を問わず網羅的に収集された約一万症例のCTデータベースから変形性股関節症の有病率の測定に利用できるかを検討する.(著者抄録)

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  • 疾患股関節のCEAの自動計測と大規模データベース解析への有用性の検討

    田中 雄基, 日朝 祐太, 大竹 義人, 高尾 正樹, 上村 圭亮, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   38回   66 - 66   2019.7

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  • CT to Multi-parametric MR Synthesis using CycleGAN

    MATSUOKA Takumi, HIASA Yuta, OTAKE Yoshito, TAKAO Masaki, TAKASHIMA Kazuma, SUGANO Nobuhiko, SATO Yoshinobu

    Medical Imaging Technology   37 ( 3 )   130 - 136   2019.5

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    Medical images depict organs with different contrasts depending on their measurement techniques. In a clinical setting, patients may undergo multiple types of modalities for certain purposes. However, image acquisition by multiple types of modalities is time-consuming and not cost-effective. In this research, we address image synthesis, i.e. translating images such that they resemble the contrast of target modality. Image synthesis have long required “paired” training data, i.e. images of the same patients acquired with multiple modalities in the same postures, until CycleGAN has recently resolved this deficiency. CycleGAN enables Image Synthesis without paired data, learning synthesis toward each modality. Although CT-MR synthesis methods have been proposed so far, these only take into account MR images of single sequence. However, it is often the case that MR images of multiple sequences in the same posture are available. In this paper, we examine image synthesis between MR images of three types of sequences and CT around hip region using CycleGAN.

    DOI: 10.11409/mit.37.130

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  • 大腿骨近位部骨折に対するJoyup proximal femoral nail systemの治療成績

    高嶋 和磨, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   62 ( 3 )   587 - 588   2019.5

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    対象は2013年10月〜2017年12月の128関節(男31関節、女97関節、手術時平均年齢82歳)、観察期間は平均14ヵ月であった。骨折型はAO分類で31-A1.1:38関節、A1.2:36関節、A2.1:15関節、A2.2:23関節、A2.3:8関節、A3.1:1関節、A3.2:3関節、頸基部:4関節であった。術後整復位は、正面像では内方型:44関節、解剖型:77関節、外方型:7関節で、側面像ではsubtype P:23関節、subtype N:86関節、subtype A:19関節であった。Tip Apex Distance(TAD)は平均15.9mm、最終観察時のsliding量は3.9mmであった。ラグスクリューのcut outは3関節(2.3%)に認め、うち2関節は術後3ヵ月以内であった。骨癒合は123関節(96%)で得られた。Cut outを生じた3関節は、骨癒合を得た123関節と比較し、術後整復位が正面像で外方型、TADとsliding量が大きく、骨折部の整復、ラグスクリュー刺入位置が不良であった。

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  • Gender and disease severity determine proximal femoral morphology in developmental dysplasia of the hip. Reviewed International journal

    Oliver R Boughton, Keisuke Uemura, Kazunori Tamura, Masaki Takao, Hidetoshi Hamada, Justin P Cobb, Nobuhiko Sugano

    Journal of orthopaedic research : official publication of the Orthopaedic Research Society   37 ( 5 )   1123 - 1132   2019.5

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    In this computed tomography (CT) morphological study we describe the way the proximal femoral morphology differs with worsening degrees of developmental dysplasia of the hip (DDH) and describe gender differences in patients with DDH. Forty-nine male patients with DDH were matched with 49 females with DDH, using age and the Crowe classification of DDH severity. The femoral length, anteversion, neck-shaft angle, offset, neck length, canal-calcar ratio, canal flare index, lateral center-edge angle, alpha angle, pelvic tilt, and pelvic incidence were measured for each patient on their pre-operative CT scans, prior to total hip arthroplasty surgery. Femoral anteversion and neck length were 16° and 47 mm, 25°and 36 mm, 26° and 43 mm, and 44° and 36 mm, for Crowe I and III males and Crowe I and III females, respectively. The mean male anteversion was 22° (±14), compared to 30° (±15.5) in females (p = 0.02, Confidence Interval: 1.6-14.9). Gender differences in femoral length, neck length and offset lost significance when height-normalized and no other significant gender differences were found. In conclusion, femoral neck length reduces with increasing DDH severity, whilst anteversion tends to increase. Male patients with DDH have significantly less femoral anteversion, which has important implications for osteotomy and arthroplasty surgery in DDH. © 2019 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res.

    DOI: 10.1002/jor.24272

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  • 【医用画像処理におけるGenerative Adversarial Networksの利用】CycleGANを用いたCT-マルチパラメトリックMR画像変換

    松岡 拓未, 日朝 祐太, 大竹 義人, 高尾 正樹, 高嶋 和磨, 菅野 伸彦, 佐藤 嘉伸

    MEDICAL IMAGING TECHNOLOGY   37 ( 3 )   130 - 135   2019.5

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    医用画像は、撮像モダリティーによって異なるコントラスト特徴を示す。臨床では一般に、用途に応じて異なる複数のモダリティーの画像が撮影されるが、複数モダリティーでの撮影は時間やコストがかかる。本研究では、1つのモダリティーの画像から、別のモダリティーと同様のコントラスト特徴を有する画像を生成することを目的とする。従来、異種モダリティー画像生成には、同一患者を同一肢位で、複数モダリティーで撮影した「対応あり」の学習データが必要であったが、近年CycleGANとよばれる。対応なしの学習データでも画像生成が可能で、かつ双方向の生成が可能な手法が提案された。これまでに報告されているCycleGANを用いたCT-MR間の画像生成技術は、1種類のシーケンスで撮影されたMR画像のみを扱っていた。本稿では、CycleGANを用いて、3種類のシーケンスで撮影された股関節周辺のMR画像とCT画像の相互変換を行うアルゴリズムについて報告する。(著者抄録)

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  • 【脊椎脊髄外科の最近の進歩】各種疾患に対する治療法・モダリティ 骨盤輪骨折に対する低侵襲手術 Reviewed

    高尾 正樹, 濱田 英敏, 安藤 渉, 菅野 伸彦

    整形・災害外科   62 ( 5 )   685 - 690   2019.4

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    <文献概要>骨盤輪骨折は高所転落や交通事故など高エネルギー外傷で発生するが,近年は加齢に伴う骨脆弱性により軽微な外傷で発生する脆弱性骨盤輪骨折が増加している。いずれも早期に低侵襲に骨盤輪を再建することができれば,その後の良好な機能回復が期待できる。損傷骨盤輪の安定化において後方骨盤輪の固定が重要で,様々な固定方法が考案されている。経皮的仙腸関節スクリュー固定,経皮的経腸骨経仙骨スクリュー固定は最も低侵襲な方法であるが,X線透視下に安全なスクリュー経路を見いだし,そこにスクリューを刺入することは容易ではない。術前にCTを用いて三次元計画を立案し,疑似X線像を作成して術中参照する方法は有用である。また,さらに安全性を高めるためナビゲーションシステムを用いる方法が開発されている。特に術中整復後に三次元X線像を撮像し,その画像に対してガイドワイヤーの方向をリアルタイムに確認できる3D fluoroscopic navigationの有用性が近年多く報告され,注目されている。

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  • Differences in activities of daily living after hip arthroplasty among hip resurfacing, anterolateral THA, and posterolateral THA: a propensity score matched analysis. Reviewed

    Takashi Sakai, Hirohito Abe, Nobuo Nakamura, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    Journal of artificial organs : the official journal of the Japanese Society for Artificial Organs   22 ( 1 )   84 - 90   2019.3

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    The aim was to elucidate the differences in activities of daily living (ADL) after hip arthroplasty among hip resurfacing (HRA), anterolateral total hip arthroplasty (AL-THA), and posterolateral THA (PL-THA) patients after age, sex, body mass index, bilateral/unilateral hip arthroplasty, and postoperative duration were matched using propensity scores. A total of 673 hips from 540 consecutive patients who underwent hip arthroplasty were included. A self-completed questionnaire on preoperative and postoperative ADLs was administered during postsurgical visits at least ≥ 4 years postoperatively. Between HRA and PL-THA patients, the numbers of patients who performed heels-down squatting was significantly more in HRA than in PL-THA. Between AL-THA and PL-THA patients, there were significant differences in postoperative ADLs including bathing in a bathtub, riding on a train/bus, cutting toenails, bowing while straight sitting, heels-up/down squatting, riding on a bicycle, driving a car, and domestic travel. There were no significant differences in postoperative ADLs between ≥ 36 mm head and ≤ 32 mm head PL-THA patients, and between AL-THA and HRA patients. This propensity score matched study indicated that AL-THA and HRA patients were more active postoperatively than PL-THA patients.

    DOI: 10.1007/s10047-018-1069-7

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  • 第2世代高度架橋超高分子量ポリエチレンと大骨頭を用いた人工股関節の成績 Reviewed

    田村 和則, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   93 ( 3 )   S1095 - S1095   2019.3

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  • 変形性股関節症患者の脊椎-骨盤アライメントの変化は変形性膝関節症の発生に影響するか Reviewed

    佐藤 龍一, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   93 ( 3 )   S739 - S739   2019.3

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  • 2種類のオーバーサイズラスプを用いたcomposite beamタイプセメントステムの臨床成績の比較 Reviewed

    橋本 佳周, 坂井 孝司, 濱田 英敏, 安藤 渉, 高尾 正樹, 中村 宣雄, 菅野 伸彦

    日本整形外科学会雑誌   93 ( 3 )   S751 - S751   2019.3

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  • 日本での大腿骨頭壊死症の発症に地域差はあるのか 全国疫学調査と国民生活基礎調査による解析 Reviewed

    谷 哲郎, 安藤 渉, 濱田 英敏, 高尾 正樹, 伊藤 一弥, 福島 若葉, 坂井 孝司, 菅野 伸彦

    日本整形外科学会雑誌   93 ( 3 )   S655 - S655   2019.3

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  • ロボティックシステムを使用した人工股関節全置換術 Reviewed

    菅野 伸彦, 高尾 正樹, 濱田 英敏, 安藤 渉

    日本整形外科学会雑誌   93 ( 3 )   S658 - S658   2019.3

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  • Reproducibility of pelvic sagittal inclination while acquiring radiographs in supine and standing postures Reviewed International journal

    Uemura Keisuke, Takao Masaki, Otake Yoshito, Koyama Koki, Yokota Futoshi, Hamada Hidetoshi, Sakai Takashi, Sato Yoshinobu, Sugano Nobuhiko

    JOURNAL OF ORTHOPAEDIC SURGERY   27 ( 1 )   2309499019828515 - 2309499019828515   2019.2

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    PURPOSE: Pelvic position on the sagittal plane is usually evaluated with the pelvic sagittal inclination (PSI) angle from a single radiograph. However, the reproducibility of pelvic positioning has not been investigated, and thus, the validity of measuring the PSI from a single film/time point is not understood. Herein, the reproducibility of a patient's pelvic positions in supine and standing postures was analyzed. METHODS: A total of 34 patients who underwent either a pelvic osteotomy or total hip arthroplasty were enrolled in this study. Preoperative radiographs in both supine and standing postures were acquired twice (first X-ray and second X-ray) within 6 months; preoperative computed tomography (CT) images of the full pelvis were also acquired in a supine posture (preop-CT). To eliminate measurement variability, each PSI was automatically measured from radiographs and CT images through the use of CT segmentation and landmark localization followed by intensity-based 2D-3D registration. The absolute difference of PSI among each image was calculated and the intra-class correlation coefficient (ICC) in each posture was also analyzed. RESULTS: The median absolute differences of PSI in the supine posture were 1.3° between the first and second X-rays, 1.2° between the first X-ray and preop-CT, and 1.3° between the second X-ray and preop-CT. The median absolute difference of PSI in the standing posture was 1.5°. The ICC was 0.965 (95% CI: 0.939-0.981) in supine and 0.977 (95% CI: 0.954-0.988) during standing. CONCLUSIONS: Pelvic positions in supine and standing postures are reproducible. Thus, measuring the PSI from a single radiograph is reliable.

    DOI: 10.1177/2309499019828515

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  • Validation study of the CT-based cross-sectional evaluation of muscular atrophy and fatty degeneration around the pelvis and the femur. Reviewed

    Ogawa T, Takao M, Otake Y, Yokota F, Hamada H, Sakai T, Sato Y, Sugano N

    Journal of orthopaedic science : official journal of the Japanese Orthopaedic Association   25 ( 1 )   139 - 144   2019.2

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    BACKGROUND: Muscle atrophy and degeneration around hip joint have been evaluated using computer tomography (CT) or magnetic resonance imaging two-dimensionally (2D). However, it is unclear how these 2D measurements of muscle atrophy and degeneration reflect their three-dimensional (3D) measurements. The purpose of this study is to examine the validity of the 2D evaluation of muscular atrophy and fatty degeneration compared to 3D evaluation. METHODS: The study included computed tomography (CT) images of 20 patients with unilateral hip joint disorders. We manually segmented the edges of 14 muscles around the pelvis and the femur. The correlation coefficient between the 3D and 2D measurements at the anatomic landmarks was calculated. Furthermore, the 2D evaluation was performed at 1 cm interval from each anatomic landmark to determine the cross-section that correlated most strongly with the 3D measurements. A strong correlation in Spearman's rank correlation coefficient (r) was defined as r > 0.7. RESULTS: Nine (64%) and 10 (71%) muscles had a strong correlation coefficient between the 3D and 2D anatomic landmark measurements of muscular atrophy and degeneration, respectively. The maximum distance between the cross-section with the highest correlation coefficient and the anatomical landmark was 11 cm. CONCLUSIONS: More than half of muscles exhibited a strong correlation between the 3D and 2D anatomic landmark measurements of muscular atrophy and degeneration. To improve the correlation coefficient, the position of the cross-section was needed to be changed.

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  • Reproducibility of the Dorr classification and its quantitative indices on plain radiographs. Reviewed International journal

    Nakaya R, Takao M, Hamada H, Sakai T, Sugano N

    Orthopaedics & traumatology, surgery & research : OTSR   105 ( 1 )   17 - 21   2019.2

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    BACKGROUND: The Dorr classification is widely used to evaluate femoral bone quality, but it has no clear quantitative criteria. This study aimed to evaluate the reproducibility of the Dorr classification and examine its quantitative indices on plain radiographs, which are suitable for objective classification. HYPOTHESIS: Reproducibility of the Dorr classification is influenced by the clinical experience of the examiners, and radiographic indices are required for this classification. MATERIALS AND METHODS: One hundred and one patients were examined using their preoperative plain antero-posterior and lateral radiographs. To evaluate the reproducibility of the Dorr classification, the Dorr type of each patient was judged twice each by three expert hip surgeons and three junior hip surgeons. Indices measured using the plain radiographs were canal-to-calcar ratio, cortical index (CI), and canal flare index. A receiver operating characteristic curve was used to evaluate which measured parameters were suitable as indices for the Dorr classification which was determined by the consultation among three expert hip surgeons. RESULTS: Regarding intra-examiner reproducibility, kappa coefficients for the three junior hip surgeons were 0.36, 0.62, and 0.65, whereas those for the three expert hip surgeons were 0.70, 0.86, and 0.87. Regarding inter-examiner reproducibility, the kappa coefficient for the junior hip surgeons was 0.32, whereas that for the expert hip surgeons was 0.52. The CI on the lateral radiograph had the largest area under the curve (AUC) between types A and B, whereas the CI on the anteroposterior radiograph had the largest AUC between types B and C. The respective cutoff points of the CI on the anteroposterior radiograph were 0.58 between types A and B and 0.49 between types B and C. The respective cutoff points of CI on the lateral radiograph were 0.45 between types A and B and 0.28 between types B and C. CONCLUSION: The intra-examiner reproducibility of the Dorr classification ranged from "fair" to "almost perfect", whereas the inter-examiner reproducibility ranged from "fair" to "moderate". Both were influenced by the level of clinical experience of the examiners. The most suitable index for classification using plain radiographs of the hip is the CI on anteroposterior and lateral radiographs. LEVEL OF EVIDENCE: IV, retrospective study.

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  • A cross-sectional study on the age-related cortical and trabecular bone changes at the femoral head in elderly female hip fracture patients. Reviewed International journal

    Tristan Whitmarsh, Yoshito Otake, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato

    Scientific reports   9 ( 1 )   305 - 305   2019.1

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    Bone is in a continuous state of remodeling whereby old bone is absorbed and new bone is formed in its place. During this process, new formations reinforce the bone in the direction of the dominant stress trajectories through a functional adaptation. In normal aging, the balance between bone resorption and formation can be shifted. How this affects the functional adaptation remains to be investigated. Furthermore, how or whether the bone continues to change beyond the age of 85 is not yet studied in detail. In this study we examined the age-related changes in the cortical and trabecular bone in old age, and assessed whether we can find evidence of the presence of functional adaptation. We measured cortical and trabecular parameters from micro-computed tomography scans of the femoral head extracted from hip fracture patients between the age of 70 and 93 years. A significant decrease in global trabecular bone mineral density (38.1%) and cortical thickness (13.0%) was seen from the 9th to the 10th decade of life. The degree of anisotropy was maintained globally as well as locally in both high and low stress regions. The local trabecular bone mineral density decreased in both high stress and low stress regions between the 9th and 10th decade of life with similar trends. This suggests that the role of functional adaptation in maintaining the bone structural integrity in old age may be limited. This study highlights the need for a controlled clinical trial examining the cause of the continued bone degradation throughout old age.

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  • Reproducibility of pelvic sagittal inclination while acquiring radiographs in supine and standing postures Reviewed

    Keisuke Uemura, Masaki Takao, Yoshito Otake, Koki Koyama, Futoshi Yokota, Hidetoshi Hamada, Takashi Sakai, Yoshinobu Sato, Nobuhiko Sugano

    Journal of Orthopaedic Surgery   27 ( 1 )   2309499019828515   2019.1

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    © The Author(s) 2019. Purpose: Pelvic position on the sagittal plane is usually evaluated with the pelvic sagittal inclination (PSI) angle from a single radiograph. However, the reproducibility of pelvic positioning has not been investigated, and thus, the validity of measuring the PSI from a single film/time point is not understood. Herein, the reproducibility of a patient’s pelvic positions in supine and standing postures was analyzed. Methods: A total of 34 patients who underwent either a pelvic osteotomy or total hip arthroplasty were enrolled in this study. Preoperative radiographs in both supine and standing postures were acquired twice (first X-ray and second X-ray) within 6 months; preoperative computed tomography (CT) images of the full pelvis were also acquired in a supine posture (preop-CT). To eliminate measurement variability, each PSI was automatically measured from radiographs and CT images through the use of CT segmentation and landmark localization followed by intensity-based 2D-3D registration. The absolute difference of PSI among each image was calculated and the intra-class correlation coefficient (ICC) in each posture was also analyzed. Results: The median absolute differences of PSI in the supine posture were 1.3° between the first and second X-rays, 1.2° between the first X-ray and preop-CT, and 1.3° between the second X-ray and preop-CT. The median absolute difference of PSI in the standing posture was 1.5°. The ICC was 0.965 (95% CI: 0.939–0.981) in supine and 0.977 (95% CI: 0.954–0.988) during standing. Conclusions: Pelvic positions in supine and standing postures are reproducible. Thus, measuring the PSI from a single radiograph is reliable.

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  • THA後患者におけるJHEQと身体運動機能の1年間の推移

    多田 周平, 高木 啓至, 小林 瑞季, 山田 大智, 杉山 恭二, 橋田 剛一, 坂井 孝司, 濱田 英敏, 高尾 正樹, 菅野 伸彦

    近畿理学療法学術大会   58回   96 - 96   2019.1

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  • Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph. Reviewed

    Ata Jodeiri, Reza Aghaeizadeh Zoroofi, Yuta Hiasa, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato, Yoshito Otake

    CoRR   abs/1910.13231   2019

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  • Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction. Reviewed

    Mitsuki Sakamoto, Yuta Hiasa, Yoshito Otake, Masaki Takao, Yuki Suzuki, Nobuhiko Sugano, Yoshinobu Sato

    CoRR   abs/1906.11484   2019

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  • Estimation of Pelvic Sagittal Inclination from Anteroposterior Radiograph Using Convolutional Neural Networks: Proof-of-Concept Study. Reviewed

    Ata Jodeiri, Yoshito Otake, Reza Aghaeizadeh Zoroofi, Yuta Hiasa, Masaki Takao, Keisuke Uemura, Nobuhiko Sugano, Yoshinobu Sato

    CoRR   abs/1910.12122   2019

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  • Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalization of a Musculoskeletal Model. Reviewed

    Yuta Hiasa, Yoshito Otake, Masaki Takao, Takeshi Ogawa, Nobuhiko Sugano, Yoshinobu Sato

    CoRR   abs/1907.08915   2019

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  • Automated segmentation of hip and thigh muscles in metal artifact contaminated CT using CNN Reviewed

    Mitsuki Sakamoto, Yuta Hiasa, Yoshito Otake, Masaki Takao, Yuki Suzuki, Nobuhiko Sugano, Yoshinobu Sato

    Proceedings of SPIE - The International Society for Optical Engineering   11050   2019

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    © 2019 SPIE. In total hip arthroplasty, analysis of postoperative images is important to evaluate surgical outcome. Since CT is most prevalent modality in orthopedic surgery, we aimed at the analysis of CT image. The challenge in this work is the metal artifact in postoperative CT caused by the metallic implant, which reduces the accuracy of segmentation especially in the vicinity of the implant. Our goal was to develop an automated segmentation method of the muscles in the postoperative CT images. In this paper, we propose a method that combines Normalized Metal Artifact Reduction (NMAR), which is one of the state-of-the-art metal artifact reduction methods, and a CNN- based segmentation using the U-Net architecture. We conducted experiments using simulated images and real images of the lower extremity to evaluate the segmentation accuracy of 19 muscles that are contaminated with metallic artifact. The training dataset we used is 20 CTs that were manually traced by an expert surgeon. In simulation study, the proposed method improved the average symmetric surface distance (ASD) from 1.85 ± 1.63 mm to 1.24 ± 0.67 mm (mean ± std). The real image study using two CTs with the ground truth of gluteus maximus, medius and minimus muscles showed the reduction of ASD from 1.67 ± 0.40 mm to 1.52 ± 0.47 mm. Our future work includes the end-to-end convolutional neural network for metal artifact reduction and musculoskeltal segmentation and to establish a ground truth dataset by performing non-rigid registration between the postoperative and preoperative CT of the same patient.

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  • 炭素繊維強化PEEK樹脂複合材を用いた大腿骨近位部固定ネイルの開発 臨床治験の短期成績 Reviewed

    高嶋 和磨, 中原 一郎, 板東 舜一, 田村 和則, 中矢 亮太, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    日本バイオマテリアル学会大会予稿集   40回   268 - 268   2018.11

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  • Variations in Sagittal and Coronal Stem Tilt and Their Impact on Prosthetic Impingement in Total Hip Arthroplasty. Reviewed

    Tanaka T, Takao M, Sakai T, Hamada H, Tanaka S, Sugano N

    Artificial organs   2018.11

  • 術前CTを用いた寛骨臼骨盤骨切術後の2D-3D registrationの精度検証 Reviewed

    谷 哲郎, 高尾 正樹, 濱田 英敏, 安藤 渉, 大竹 義人, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   20 ( 4 )   269 - 269   2018.10

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  • Factors influencing the accuracy of iliosacral screw insertion using 3D fluoroscopic navigation. Reviewed International journal

    Takao M, Hamada H, Sakai T, Sugano N

    Archives of orthopaedic and trauma surgery   139 ( 2 )   189 - 195   2018.10

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    INTRODUCTION: The purpose of the present study was to determine which factors affect the positional accuracy of iliosacral screws inserted using 3D fluoroscopic navigation. Specifically, we asked: (1) does the screw insertion angle in the coronal and axial planes affect the positional accuracy of iliosacral screw insertion using 3D fluoroscopic navigation? (2) Is the positional accuracy of iliosacral screw insertion using 3D fluoroscopic navigation affected by the type of screw (transsacral versus standard iliosacral), site of screw insertion (S1 versus S2), patient position (supine versus prone), presence of a dysmorphic sacrum, or AO/OTA classification (type B versus C)? MATERIALS AND METHODS: Twenty-seven patients with AO/OTA type B or C pelvic ring fracture were treated by percutaneous iliosacral screw fixation. A total of 55 screws were inserted into S1 or S2 using 3D fluoroscopic navigation combined with preoperative CT-based planning. The positional accuracy of screw placement was assessed by matching postoperative CT images with preoperative CT images. The distance between the central axis of the inserted screw and that of the planned screw placement was measured in the sagittal plane passing through the center of the vertebral body. RESULTS: The mean deviation between the planned and the inserted screw position was 2.9 ± 1.7 mm (range 0-8.5 mm) at the vertebral body center. Multiple regression analysis showed that the screw insertion angle relative to the vertical line of the bone surface in the axial plane (β = 0.354, p = 0.013) and the use of a transsacral screw (β = 0.317, p = 0.017) were correlated with the positional accuracy of screw placement (adjusted R2 = 0.276, p = 0.002). CONCLUSIONS: A greater screw insertion angle relative to the vertical line on the bone surface and the use of transsacral screws increases the positional error of iliosacral screws inserted using 3D fluoroscopic navigation. LEVEL OF EVIDENCE: Level IV, therapeutic study.

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  • 特発性大腿骨頭壊死症と変形性股関節症に対するCT-based navigation使用人工股関節全置換術の臨床成績比較 Reviewed

    高嶋 和磨, 坂井 孝司, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    日本コンピュータ外科学会誌   20 ( 4 )   345 - 345   2018.10

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  • 片側股関節疾患患者における術前筋力低下とCT画像上の筋萎縮の関係 Reviewed

    田村 和則, 高尾 正樹, 濱田 英敏, 安藤 渉, 大竹 義人, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   20 ( 4 )   374 - 374   2018.10

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  • 減捻モジュラーネックは人工股関節全置換術におけるDDH患者の過剰前捻調整に有効である Reviewed

    中原 恵麻, 安藤 渉, 濱田 英敏, 高尾 正樹, 菅野 伸彦

    日本コンピュータ外科学会誌   20 ( 4 )   293 - 293   2018.10

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  • 2D-3Dマッチングを用いた立位下肢CTモデルによる脛骨回旋、膝関節屈曲、脚長差の評価 Reviewed

    佐藤 龍一, 高尾 正樹, 濱田 英敏, 安藤 渉, 大竹 義人, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   20 ( 4 )   341 - 341   2018.10

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  • 炭素繊維強化PEEK樹脂複合材を用いた大腿骨近位部固定ネイルの安全強度評価

    高嶋 和磨, 李 興盛, 倉敷 哲生, 板東 舜一, 中原 一郎, 高尾 正樹, 坂井 孝司, 菅野 伸彦

    臨床バイオメカニクス   39   181 - 186   2018.10

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    炭素繊維強化PEEK樹脂複合材(CF/PEEK)は、金属材料のような疲労現象がなく、炭素繊維の配列により剛性設計が自由にできることから、整形外科インプラント材料として導入されてきている。我々はCF/PEEKで大腿骨近位部固定ネイルを開発しており、従来のγ型金属ネイルから2ヶ所のデザイン改良をCF/PEEKで試みた。第一に、髄腔狭小例でも挿入時の干渉を減弱できるようネイル中間部をスリムダウンし、第二に、ラグスクリュー近位で回旋止めスクリュー挿入溝を前後面に作成した。この新規デザインCF/PEEKネイルと従来のγ型金属ネイルの有限要素解析モデルを作成し、ラグスクリュー近位端に1000Nの垂直荷重を加え、最大応力値と設計許容値に関する強度率を計算した。最大応力値は、従来のγ型ネイルで、金属が712MPa、CF/PEEKが453MPaと同形状ではCF/PEEKが低く、新規デザインCF/PEEKは更に353MPaと低かった。強度率は、それぞれ0.79、0.66、0.51と新規デザインCF/PEEKが最も低く、安全強度に余裕が十分にあることが明らかとなった。(著者抄録)

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  • Etiologic Classification Criteria of ARCO on Femoral Head Osteonecrosis Part 2: Alcohol-Associated Osteonecrosis. Reviewed International journal

    Yoon BH, Jones LC, Chen CH, Cheng EY, Cui Q, Drescher W, Fukushima W, Gangji V, Goodman SB, Ha YC, Hernigou P, Hungerford M, Iorio R, Jo WL, Khanduja V, Kim H, Kim SY, Kim TY, Lee HY, Lee MS, Lee YK, Lee YJ, Mont MA, Sakai T, Sugano N, Takao M, Yamamoto T, Koo KH

    The Journal of arthroplasty   34 ( 1 )   169 - 174   2018.9

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    BACKGROUND: Although alcohol is a leading risk factor for osteonecrosis of the femoral head (ONFH) and its prevalence reportedly ranges from 20% to 45%, there are no unified classification criteria for this subpopulation. In 2015, Association Research Circulation Osseous decided to develop classification criteria for alcohol-associated ONFH. METHODS: In June of 2017, Association Research Circulation Osseous formed a task force to conduct a Delphi survey. The task force invited 28 experts in osteonecrosis/bone circulation from 8 countries. Each round of the Delphi survey included questionnaires, analysis of replies, and feedback reports to the panel. After 3 rounds of the survey, consensus was reached on the classification criteria. The response rates for the 3 Delphi rounds were 100% (round 1), 96% (round 2), and 100% (round 3). RESULTS: The consensus on the classification criteria of alcohol-associated ONFH included the following: (1) patients should have a history of alcohol intake >400 mL/wk (320 g/wk, any type of alcoholic beverage) of pure ethanol for more than 6 months; (2) ONFH should be diagnosed within 1 year after alcohol intake of this dose; and (3) patients should not have other risk factor(s). CONCLUSION: ARCO-established classification criteria to standardize clinical studies concerning AA-ONFH.

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  • Etiologic Classification Criteria of ARCO on Femoral Head Osteonecrosis Part 1: Glucocorticoid-Associated Osteonecrosis. Reviewed International journal

    Yoon BH, Jones LC, Chen CH, Cheng EY, Cui Q, Drescher W, Fukushima W, Gangji V, Goodman SB, Ha YC, Hernigou P, Hungerford M, Iorio R, Jo WL, Khanduja V, Kim H, Kim SY, Kim TY, Lee HY, Lee MS, Lee YK, Lee YJ, Mont MA, Sakai T, Sugano N, Takao M, Yamamoto T, Koo KH

    The Journal of arthroplasty   34 ( 1 )   163 - 168   2018.9

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    BACKGROUND: Glucocorticoid usage, a leading cause of osteonecrosis of the femoral head (ONFH), and its prevalence was reported in 25%-50% of non-traumatic ONFH patients. Nevertheless, there have been no unified criteria to classify glucocorticoid-associated ONFH (GA-ONFH). In 2015, the Association Research Circulation Osseous addressed the issue of developing a classification scheme. METHODS: In June 2017, a task force was set up to conduct a Delphi survey concerning ONFH. The task force invited 28 experts in osteonecrosis/bone circulation from 8 countries. Each round of the Delphi survey consists of questionnaires, analysis of replies, and feedback reports to the panel. After 3 rounds of the survey, the panel reached a consensus on the classification criteria. The response rates were 100% (Round 1), 96% (Round 2), and 100% (Round 3), respectively. RESULTS: The consensus on the classification criteria of GA-ONFH included the following: (1) patients should have a history of glucocorticoid use >2 g of prednisolone or its equivalent within a 3-month period; (2) osteonecrosis should be diagnosed within 2 years after glucocorticoid usage, and (3) patients should not have other risk factor(s) besides glucocorticoids. CONCLUSION: Association Research Circulation Osseous established classification criteria to standardize clinical studies concerning GA-ONFH.

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  • Clinical accuracy and precision of hip resurfacing arthroplasty using computed tomography-based navigation. Reviewed International journal

    Sato R, Takao M, Hamada H, Sakai T, Marumo K, Sugano N

    International orthopaedics   43 ( 8 )   1807 - 1814   2018.8

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    PURPOSE: To avoid malalignment of components during hip resurfacing arthroplasty (HRA), we used a computed tomography (CT)-based navigation system for guidance. This study aimed to evaluate the clinical accuracy and precision of HRA performed using the CT-based navigation systems. METHODS: HRA was performed on 17 hips guided by the CT-based navigation systems. We measured cup alignment deviation, deviation of the stem position, and alignment from the plan by image matching between pre-operative and post-operative CT images. RESULTS: Cup anteversion was within 5° of that in the plan in all cases. Cup inclination was within 5° of that in the plan in 82.4% and within 10° in all cases. The angular difference of the stem was within 5° in all cases, and the entry point of the stem was within 4 mm in all cases. CONCLUSION: The CT-based navigation system for HRA guided accurate component placement according to the plan.

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  • Raman spectroscopy reveals differences in molecular structure between human femoral heads affected by steroid-associated and alcohol-associated osteonecrosis Reviewed

    Ema Nakahara, Wenliang Zhu, Giuseppe Pezzotti, Hidetoshi Hamada, Masaki Takao, Takashi Sakai, Nobuhiko Sugano

    International Orthopaedics   42 ( 7 )   1565   2018.7

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    The original publication of this paper contain an error for the first name and last name of the second author have been mixed up as “Wenliang, Z.”.

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  • Subchondral fracture begins from the bone resorption area in osteonecrosis of the femoral head: a micro-computerised tomography study Reviewed

    Hidetoshi Hamada, Masaki Takao, Takashi Sakai, Nobuhiko Sugano

    International Orthopaedics   42 ( 7 )   1479 - 1484   2018.7

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    Purpose: For successful joint preservation in osteonecrosis of the femoral head (ONFH), it is important to understand the mechanism of collapse. The purpose of this study was to investigate the initiation of subchondral fracture in ONFH by using micro-CT imaging of the whole femoral head, focusing on the three-dimensional relationship between the subchondral fracture and the bone resorption area. Methods: A total of 40 femoral heads from 37 patients retrieved during total hip arthroplasty for stage 3A or 3B ONFH by Japanese Investigation Committee criteria were scanned using micro-CT with a 0.146-mm thickness cuts. We divided the cohort into early and late collapsed stages according to a threshold of 3 mm of collapse as measured by micro-CT. Results: According to the analysis on multiple radial plane views in the whole femoral head, there were two interesting findings. First, the initial fracture cracks ran between separated bone resorption areas at the anterosuperior portions of all 18 femoral heads in the early collapsed stage. Second, fractures of the necrotic bone at the sclerotic boundary and a fibrous, granulation-like, low-density tissue along the necrotic side of the sclerotic boundary were seen in 19 of the 22 in the late collapsed stage. After bone resorption around the retinaculum and teres insertion initiates the subchondral fracture, bone resorption expanding at the anterosuperior portion of the femoral head may result in the spread of fracture and the potential for massive collapse. Conclusions: Three-dimensional micro-CT showed bone resorption around the reparative zone initiates the subchondral fracture in ONFH.

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  • CycleGANによる異種モダリティ画像生成を用いた股関節MRIの筋骨格セグメンテーション

    松岡 拓未, 日朝 祐太, 大竹 義人, 高尾 正樹, 高嶋 和磨, Prince Jerry L., 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   37回   75 - 80   2018.7

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    医用画像からのセグメンテーションは、定量的な診断や患者個別のシミュレーションのため重要である。医用画像は、その撮像モダリティにより異なる特徴をもつ。CTは骨の構造を明瞭に撮影することができるのに対して、MRは軟組織の構造を明瞭に撮影することができる。このような違いはセグメンテーションにおいても考慮する必要がある。そこで本研究では、CycleGANを用いてMRIから同患者同姿勢のCT画像を生成することにより、セグメンテーションに活用する手法を提案する。本稿では、生成前後の画像の類似度を考慮した手法とラベルデータを用いた制約を用いる手法の比較検討を行った。(著者抄録)

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  • Raman spectroscopy reveals differences in molecular structure between human femoral heads affected by steroid-associated and alcohol-associated osteonecrosis. Reviewed International journal

    Ema Nakahara, Wenliang Zhu, Giuseppe Pezzotti, Hidetoshi Hamada, Masaki Takao, Takashi Sakai, Nobuhiko Sugano

    International orthopaedics   42 ( 7 )   1557 - 1563   2018.7

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    PURPOSE: The purposes of this study were to document novel Raman spectroscopic findings in femoral heads affected by osteonecrosis and to identify molecular structure differences based on aetiology. METHODS: We obtained 13 femoral heads with osteonecrosis from 13 different patients who underwent total hip arthroplasty. Comparisons were made between the viable zones of each femoral head examined. The samples were scanned with X-ray micro-CT for structural mapping and a central coronal section slab was prepared for Raman spectroscopy and histological analyses. Raman spectra were collected at different locations, including the viable and necrotic zones of the femoral head, using a highly spectrally resolved Raman microprobe. RESULTS: Significant alterations in the spectral morphology in the high wavenumber region were found, with a pronounced inhibition of peculiar lipid signals in the frequency interval 2851 ~ 2890 cm-1 and at ~ 1750 cm-1. The necrotic zone in steroid-associated osteonecrosis showed an increase in the ratio of lipid-related bands to protein-related bands, while alcohol-associated osteonecrosis exhibited a decrease in this ratio. CONCLUSIONS: We systematically found a decrease in Raman intensity for sphingomyelin and phenylalanine fingerprint bands in the necrotic zones, and these differences may be related to the etiology of osteonecrosis.

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  • Morphological variation of the anterior inferior iliac spine affects hip range of motion in flexion after rotational acetabular osteotomy Reviewed

    Hidetoshi Hamada, Masaki Takao, Takashi Sakai, Nobuhiko Sugano

    International Orthopaedics   42 ( 6 )   1247 - 1252   2018.6

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    Purpose: Reduced range of motion (ROM) in flexion and internal rotation are associated with impaired activities of daily living (ADL) after rotational acetabular osteotomy (RAO). This study focused on the morphological variation of the anterior inferior iliac spine in developmental dysplasia of the hip (DDH) and its impact on post-operative bony ROM after RAO. This study aimed to investigate the association between bony ROM after RAO and pre-operative morphological factors of the pelvis and femur, including a positional variation of the anterior inferior iliac spine. Methods: Bony ROM in 52 patients with DDH was assessed after virtual RAO using computed tomography (CT). Post-operative acetabular coverage was set at lateral and anterior centre-edge angles of 30° and 55°, respectively. The position of the anterior inferior iliac spine was classified as higher or lower. Results: Multiple regression analysis revealed that the lower anterior inferior iliac spine and higher femoral neck shaft angle were significantly associated with the lower flexion angle after RAO. Lower femoral anteversion, higher femoral neck shaft angle and higher alpha angle at the anterosuperior part were significantly associated with lower internal rotation angle at 90° flexion after RAO. Conclusion: Therefore, morphological variation of the anterior inferior iliac spine affected bony ROM in flexion and that of the femoral neck affected bony ROM in internal rotation at flexion after RAO.

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  • Which Classification System Is Most Useful for Classifying Osteonecrosis of the Femoral Head? Reviewed International journal

    Kazuma Takashima, Takashi Sakai, Hidetoshi Hamada, Masaki Takao, Nobuhiko Sugano

    Clinical orthopaedics and related research   476 ( 6 )   1240 - 1249   2018.6

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    BACKGROUND: Many studies have confirmed that the size and location of necrotic lesions are major factors that affect the prevalence of collapse and prognosis in patients with osteonecrosis of the femoral head (ONFH). Although several classification systems categorize and quantify ONFH, there is no agreement on which one is most useful for the purpose. QUESTIONS/PURPOSES: We compared the Steinberg, modified Kerboul, and Japanese Investigation Committee (JIC) classifications of ONFH in terms of (1) the correlation among the three different classification systems. We further examined (2) the inter- and intraobserver reliability of the three classification systems and (3) the association of higher grades within each classification and the risk of subsequent collapse. METHODS: Between January 2000 and December 2014, we treated 101 hips in 74 patients for precollapse ONFH, diagnosed either on plain radiographs or MRI. Of those, one patient (1%) died, six patients (8%) were lost to followup, and two patients (3%) underwent osteotomy before 2 years, leaving 86 hips in 65 patients (88%) for analysis here. Three-dimensional spoiled gradient-echo sequence (3D-SPGR) MRI was performed for all hips, and the presence of ONFH was determined by finding the area surrounded by the outer margin of the low-signal-intensity band on 3D-SPGR MRI. Patients with ONFH were categorized using the Steinberg, modified Kerboul, and JIC classification systems, and correlations among these three classification systems were investigated. Inter- and intraobserver reliability was assessed by 10 orthopaedic surgeons using 40 sets of 3D-SPGR MR images. The reliability of each system was evaluated using the kappa coefficient. The cumulative survival rate with collapse and undergoing hip arthroplasty as the endpoints was evaluated for each of the three classification systems (mean followup, 9 years; range, 2-16 years), and the association of higher grades within each classification and the risk of subsequent collapse were also evaluated. RESULTS: We found strong correlations between the Steinberg and modified Kerboul classifications (ρ = 0.83, p < 0.001), the Steinberg and JIC classifications (ρ = 0.77, p < 0.001), and the modified Kerboul and JIC classifications (ρ = 0.80, p < 0.001). Interobserver reliability in the JIC classification (0.72; range, 0.30-0.90) was higher than that in the Steinberg classification (0.56; range, 0.24-0.84; p < 0.001) and the modified Kerboul classification (0.57; range, 0.35-0.80; p < 0.001). The cumulative survival rate with collapse as the endpoint after a minimum of 2 years of followup in the Steinberg classification differed between Grades A (82%; 95% confidence interval [CI], 66%-97%) and B (43%; 95% CI, 21.9%-64.8%; p = 0.007), Grades A and C (20%; 95% CI, 4.3%-35.7%; p < 0.001), and Grades B and C (p = 0.029). Survival was lower for modified Kerboul Grade 4 hips (12%; 95% CI, 0%-27.1%) than for Steinberg Grade C hips (20%; 95% CI, 4.3%-35.7%) and JIC Type C2 hips (18%; 95% CI, 2.8%-34.0%). The JIC classification was best able to identify hips at low risk of collapse because no JIC Type A hips collapsed. CONCLUSIONS: The JIC classification was more reliable and effective, at least for early-stage ONFH, than the Steinberg or modified Kerboul classifications. Further investigation might be useful to identify whether each classification system emphasizes specific risk factors for collapse. LEVEL OF EVIDENCE: Level III, diagnostic study.

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  • Pelvic and femoral coordinates and implant alignment representations in THA

    Masaki Takao, Takashi Sakai, Hidetoshi Hamada, Nobuhiko Sugano

    Computer Assisted Orthopaedic Surgery for Hip and Knee: Current State of the Art in Clinical Application and Basic Research   75 - 88   2018.4

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    For three-dimensional study of total hip arthroplasty, including preoperative planning and biomechanical studies, it is important to indicate the systems used to define the cup and stem alignment and the pelvic and femoral coordinate systems that are used. Cup alignment may be represented radiographically, operatively, or anatomically. Stem alignment is based on the representation of stem anteversion. The pelvis may be defined using the anatomical coordinate system, the functional coordinate system, or the coordinate system recommended by the International Society of Biomechanics (ISB). The anatomical coordinate system uses the anterior pelvic plane as the reference plane, which consists of the bilateral anterosuperior iliac spines and the midpoint of the bilateral pubic tubercles. The functional coordinate system incorporates the pelvic sagittal inclination, or pelvic tilt, in the supine position. The ISB pelvic coordinate system uses the plane consisting of the bilateral anterosuperior iliac spines and the midpoint of the bilateral posterosuperior iliac spines. The two major femoral coordinate systems are the femoral retrocondylar coordinate system and the ISB femoral coordinate system. The femoral retrocondylar coordinate system uses the retrocondylar plane as a reference plane, which consists of the posterior edge of the great trochanter and the bilateral posterior condyles. The ISB femoral coordinate system uses the plane consisting of the femoral head center and the bilateral femoral epicondyles as a reference plane. We must recognize that these differences in the representation of cup and stem alignment and the reference bone coordinate system significantly influence the clinical outcome of total hip arthroplasty whether using three-dimensional planning, navigation, or robotics. Such misunderstanding could result in an incorrect clinical interpretation of biomechanical analysis results.

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  • Computer-assisted orthopedic surgery for hip osteotomy

    Masaki Takao, Takashi Sakai, Hidetoshi Hamada, Nobuhiko Sugano

    Computer Assisted Orthopaedic Surgery for Hip and Knee: Current State of the Art in Clinical Application and Basic Research   141 - 155   2018.4

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    Developmental dysplasia of the hip (DDH) is a common cause of secondary osteoarthritis. Various types of periacetabular osteotomy that reorient the dysplastic acetabulum have been developed to prevent the early onset of secondary osteoarthritis. Bernese periacetabular osteotomy and rotational acetabular osteotomy are now commonly used as surgical treatments for symptomatic DDH. Periacetabular osteotomies are technically demanding procedures that require detailed anatomical knowledge of the pelvic anatomy and three-dimensional (3D) cognitive skills because surgeons must avoid intra-articular perforation of chisels, thin acetabular fragments, posterior column fracture, and vascular and nerve injury. Preoperative 3D simulation of the osteotomy would be useful to avoid these perioperative complications. Computer-assisted systems such as navigation and custom cutting guides would be powerful tools with which to accurately execute the 3D osteotomy plan. A few reports have described the clinical application of a navigation system or custom cutting guide for periacetabular osteotomy. However, no navigation system that can track movement of the acetabular fragment has been developed. Some researchers have been developing such navigation systems with a focus on tracking the acetabular fragment.

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  • Automated muscle segmentation from CT images of the hip and thigh using a hierarchical multi-atlas method Reviewed

    Futoshi Yokota, Yoshito Otake, Masaki Takao, Takeshi Ogawa, Toshiyuki Okada, Nobuhiko Sugano, Yoshinobu Sato

    International Journal of Computer Assisted Radiology and Surgery   1 - 10   2018.4

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    Purpose: Patient-specific quantitative assessments of muscle mass and biomechanical musculoskeletal simulations require segmentation of the muscles from medical images. The objective of this work is to automate muscle segmentation from CT data of the hip and thigh. Method: We propose a hierarchical multi-atlas method in which each hierarchy includes spatial normalization using simpler pre-segmented structures in order to reduce the inter-patient variability of more complex target structures. Results: The proposed hierarchical method was evaluated with 19 muscles from 20 CT images of the hip and thigh using the manual segmentation by expert orthopedic surgeons as ground truth. The average symmetric surface distance was significantly reduced in the proposed method (1.53 mm) in comparison with the conventional method (2.65 mm). Conclusion: We demonstrated that the proposed hierarchical multi-atlas method improved the accuracy of muscle segmentation from CT images, in which large inter-patient variability and insufficient contrast were involved.

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  • Factors related to disagreement in implant size between preoperative CT-based planning and the actual implants used intraoperatively for total hip arthroplasty Reviewed

    Takeshi Ogawa, Masaki Takao, Takashi Sakai, Nobuhiko Sugano

    International Journal of Computer Assisted Radiology and Surgery   13 ( 4 )   551 - 562   2018.4

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    Purpose: In total hip arthroplasty, prediction of the optimal implant size is important in order to prevent perioperative complications. However, it is not easy to achieve complete agreement between the planned size and the actual size required appropriate implant fit. No previous report has adequately discussed the factors related to mismatch between predicted and actual implant sizes. The purpose was to report the results of a single surgeon case series of patients undergoing THA using computed tomography (CT)-based templating and the possible factors related to implant size mismatch. Methods: The study included 141 hips of 126 patients who underwent primary total hip arthroplasty with CT-based navigation. We retrospectively reviewed the planned and actual implant sizes used in these patients. Cup position, cup orientation and stem alignment were evaluated as surgical factors that could possibly be related to mismatch in implant size. Cortical index and canal flare index were also evaluated as morphological factors. Results: The final inclusions in this study were 124 hips of 111 patients including 82% of those were developmental dysplasia of the hip. Agreement in implant size was seen for 94.4% of cups and 85.5% of stems, respectively. No related factors were found for cup size mismatch. Stem alignment in the sagittal and coronal planes showed significant differences between the size-matched stem group and the smaller stem group (p&lt
    0.05). Conclusions: Implant size agreement rates between the three-dimensional plan and the actual implants used intraoperatively were high. However, broach alignment should be checked in the coronal and sagittal planes if the intraoperative broach is smaller than the planned size.

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  • Construction and application of large-scale image database in orthopedic surgery Reviewed

    Yoshito Otake, Masaki Takao, Futoshi Yokota, Norio Fukuda, Keisuke Uemura, Nobuhiko Sugano, Yoshinobu Sato

    Computer Assisted Orthopaedic Surgery for Hip and Knee: Current State of the Art in Clinical Application and Basic Research   191 - 197   2018.4

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    © Springer Nature Singapore Pte Ltd. 2018. All rights reserved. Databases of medical images are valuable resources not only for clinical studies such as the analysis of disease progression or a large-scale population analysis of morphological characteristics but also for those engaged in image analysis. Databases can serve as a compendium against which newly developed algorithms can be tested and a common platform for performance comparisons with existing state-of-the-art algorithms. Several database projects that have focused on certain target modalities and diseases have been successful, including the Cancer Imaging Archive, the Alzheimer's Disease Neuroimaging Initiative, and the Osteoarthritis Initiative. Here, we introduce our efforts to construct a database of medical images and treatment records of Japanese patients who underwent hip surgery. This database currently contains computed tomography images, radiographs, and the log files of a surgical navigation system, including preoperative plans, intraoperative procedures, and postoperative outcomes (alignment). Herein, we also introduce our attempts in three applications: statistical analysis of the alignment in functional (standing) position, muscle function, and statistical analysis of surgeons' expertise from the surgical log. Open access is an important aspect for the research community, but privacy is a concern, especially for large-scale databases where per-patient consent is difficult to obtain as well as with images of patients with specific diseases wherein complete de-identification is extremely difficult. We believe our effort serves as a step toward augmentation of social acceptability of the strength of medical image databases for accelerating advanced medical treatment.

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  • Soft tissue tension is four times lower in the unstable primary total hip arthroplasty Reviewed International journal

    Takeshi Ogawa, Masaki Takao, Hidetoshi Hamada, Takashi Sakai, Nobuhiko Sugano

    International Orthopaedics   42 ( 9 )   1 - 7   2018.3

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    Purpose: The aim was to compare patients who suffered recurrent dislocation following total hip arthroplasty (THA) with those who did not to clarify the degree of soft tissue tension in dislocation patients. Methods: The subjects were 18 hips with recurrent dislocation (unstable THA group) and 37 hips without dislocation (stable THA group). To evaluate soft tissue tension, radiographs were taken while applying distal traction at traction forces of 40, 30, and 20% of the body weight (BW) and femoral head displacement was measured. Acetabular offset, femoral offset, limb offset, and leg length discrepancy were measured in patients with a normal contralateral hip joint. Results: The mean femoral head displacement in the unstable THA group was 5.6 mm at 40% of the BW, 4.6 mm at 30% of the BW, and 3.5 mm at 20% of the BW. In the stable THA group, the mean femoral head displacement was 1.4 mm at 40% of the BW, 1.1 mm at 30% of the BW, and 0.9 mm at 20% of the BW. Significant differences were seen between the groups at all traction forces. Furthermore, on comparing the unstable and stable THA groups, femoral offset was found to significantly be smaller in the affected side than in the healthy side in the unstable THA group. Conclusions: We found that soft tissue tension is approximately fourfold lower in patients exhibiting recurrent dislocations following THA than in patients exhibiting no dislocations and that femoral offset was related to decreased soft tissue tension.

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  • Long-term results of Birmingham hip resurfacing arthroplasty in Asian patients. Reviewed

    Keisuke Uemura, Masaki Takao, Hidetoshi Hamada, Takashi Sakai, Kenji Ohzono, Nobuhiko Sugano

    Journal of artificial organs : the official journal of the Japanese Society for Artificial Organs   21 ( 1 )   117 - 123   2018.3

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    Several reports have shown good long-term results with the Birmingham hip resurfacing (BHR) arthroplasty, but little is known about the results in Asian countries where there is a high prevalence of osteonecrosis and developmental dysplasia of the hip, and many females with small femoral head sizes. Therefore, we retrospectively evaluated the long-term clinical results of the BHR in 112 Japanese patients (53 males and 59 females-130 hips) with an average age of 52 years. Implant survivorship was analyzed using the Kaplan-Meier method with the endpoint being revision for any reason. Factors such as sex, femoral component size, and type of hip disease were analyzed as predictors of implant survivorship. With a median follow-up of 12 years, six cases were revised (two for femoral component aseptic loosening, two for infection, one for cup aseptic loosening, and one for femoral neck fracture), and the overall survival rate was 96.5% (95% CI 90.9-98.7) at 10 years and 93.6% (95% CI 83.4-97.7) at 15 years. When septic revisions were excluded, the implant survival rate was 98.2% (95% CI 92.9-99.6) at 10 years and 95.3% (95% CI 83.9-98.7) at 15 years. Sex, femoral component size, and type of hip disease were not predictors of implant survivorship. In conclusion, good clinical results were obtained with the BHR at 10- and 15-year follow-up in Japanese patients who have different stature and types of hip diseases as compared with patients in Western countries.

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  • Change in Axial Rotation of the Femur in the Resting Supine Position Following Total Hip Arthroplasty. Reviewed International journal

    Keisuke Uemura, Masaki Takao, Hidetoshi Hamada, Takashi Sakai, Nobuhiko Sugano

    Artificial organs   42 ( 3 )   290 - 296   2018.3

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    Stem anteversion in the setting of total hip arthroplasty (THA) is usually measured by referencing the posterior condylar line (PCL). However, stem anteversion may not express the functional torsion of the femur if a consistent horizontal tilt in the PCL is observed after THA. Herein, the horizontal tilt of the PCL at the resting neutral position of the hip was retrospectively measured in 53 THA patients from three computed tomography (CT) datasets: (i) preoperative (preop-CT), (ii) 3 weeks after THA (1st postop-CT), and (iii) more than 2 years after THA (2nd postop-CT). Factors including sex, surgical approach, change in femoral anteversion, leg length, leg lateral length, and pelvic sagittal tilt, were analyzed to determine if they were predictors for the rotational change in PCL, and the number of cases in which the horizontal tilt of the PCL remained within 10° in the three CT images was calculated. Comparing the preop-CT to the 1st postop-CT demonstrated that the PCL underwent internal rotation by (mean ± standard deviation) 13.1° ± 8.6°; only leg lateralization was significantly correlated to the change in PCL (β = 0.278, P = 0.046). Comparing the preop-CT to the 2nd postop-CT demonstrated that the PCL was internally rotated by 9.7° ± 9.3°; no factors were correlated to the change in PCL. There were only 12 hips (23%) in which the horizontal tilt of the PCL remained within 10°. In conclusion, the PCL in the resting position was internally rotated shortly after THA and remained internally rotated from the preoperative position at two or more years following THA. Thus, stem anteversion measured by referencing the PCL may not represent functional torsion of the femur.

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  • Can Anatomic Measurements of Stem Anteversion Angle Be Considered as the Functional Anteversion Angle? Reviewed International journal

    Keisuke Uemura, Masaki Takao, Yoshito Otake, Koki Koyama, Futoshi Yokota, Hidetoshi Hamada, Takashi Sakai, Yoshinobu Sato, Nobuhiko Sugano

    The Journal of arthroplasty   33 ( 2 )   595 - 600   2018.2

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    BACKGROUND: Stem anteversion angle is important in the combined anteversion theory to avoid implant impingement after total hip arthroplasty (THA). However, anatomic measurements of stem anteversion angle may not represent functional anteversion of the femur if the femur undergoes axial rotation. Herein, the femoral rotational angle (FRA) was measured in supine and standing positions before and after THA to evaluate the difference between anatomic and functional measurements. METHODS: A total of 191 hips (174 patients) treated with THA for osteoarthritis were analyzed in this retrospective, case-controlled study. The FRA was measured as the angle between the posterior condylar line and the line through the bilateral anterior superior iliac spines (positive for external rotation) and was measured preoperatively and postoperatively in supine and standing positions with computed tomography segmentation and landmark localization of the pelvis and the femur followed by intensity-based 2D-3D registration. The number of cases in which the absolute FRA remained <15° in both positions was also calculated. RESULTS: The average ± standard deviation preoperative FRA was 0.3° ± 8.3° in the supine position and -4.5° ± 8.8° during standing; the postoperative FRA was -3.8° ± 9.0° in supine and -14.3° ± 8.3° during standing. There were 134 cases (70%) in which the preoperative absolute FRA remained <15° in both positions while only 85 hips (45%) remained <15°, postoperatively. CONCLUSION: Substantial variability was seen in the FRA, especially during the postoperative period. These results suggest that the anatomic stem anteversion angle may not represent the functional anteversion of the femur.

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  • Resurfacing hip arthroplasty for developmental dysplasia

    Masaki Takao, Talashi Sakai, Hidetoshi Hamada, Nobuhiko Sugano

    Developmental Dysplasia and Dislocation of the Hip in Adults   29 - 41   2018.1

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    There have been many reports of increasing numbers of resurfacing hip arthroplasty revisions because of unexplained pain and adverse local tissue reactions, especially with the Articular Surface Replacement system. Thus, the use of many resurfacing hip replacements has been declining. In contrast, the Birmingham Hip Resurfacing system has shown excellent long-term survivorship compared with other resurfacing prostheses, especially for young and active patients with osteoarthritis. Some reports on primary total resurfacing hip arthroplasty for developmental dysplasia of the hip (DDH) showed a higher rate of revision than primary osteoarthritis, but it is controversial whether a diagnosis of DDH itself is an independent risk factor for failure of hip resurfacing or it is related to its characteristics of female dominant gender and smaller component size. With most resurfacing prostheses, small components have a small coverage arc, indicating that small acetabular components have a narrower safe zone for the alignment against edge loading. Thus, strict control of acetabular component alignment is essential to prevent adverse wear for patients with DDH. It also requires surgical skill to fix an acetabular component using the press-fit technique alone. With a severely deformed femoral head, it is technically demanding to determine the proper insertion position and alignment of the guidewire while avoiding notch formation and preparing a healthy host bone with sufficient stability for the femoral components. Sufficient surgical experience, a properly designed prosthesis, and dedicated alignment control via intraoperative radiographic checks and/or computer technology (e.g., navigation or a patient-specific surgical guidance) would be required to improve implant survival of hip resurfacing for patients with DDH. We believe that DDH itself is not a contraindication for primary total hip resurfacing arthroplasty.

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  • Clinical Application of Navigation in the Surgical Treatment of a Pelvic Ring Injury and Acetabular Fracture. Reviewed

    Takao M, Hamada H, Sakai T, Sugano N

    Advances in experimental medicine and biology   1093   289 - 305   2018

  • The distribution of bone mineral density in the femoral heads of unstable intertrochanteric fractures Reviewed

    Keisuke Uemura, Masaki Takao, Yoshito Otake, Hidetoshi Hamada, Takashi Sakai, Yoshinobu Sato, Nobuhiko Sugano

    Journal of Orthopaedic Surgery   26 ( 2 )   2309499018778325   2018

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    © The Author(s) 2018. Purpose: Intertrochanteric fractures are usually treated with open reduction and internal fixation, but controversy still remains regarding the proper placement of the lag screw on the anteroposterior view. The stability of the lag screw has been shown to correlate with the bone quality around the screw, but the three-dimensional distribution of the bone mineral density (BMD) in the femoral head has not been studied in detail. Herein, the BMD along the femoral neck axis was measured to clarify the recommended position of the lag screw. Methods: Ten femoral heads acquired from intertrochanteric fractures were evaluated in this study. Each femoral head was scanned with micro computed tomography and the BMD along the femoral neck axis was measured in five regions: center, anterior, posterior, superior, and inferior. The BMD on the anteroposterior view (superior, center, and inferior) and the BMD on the lateral view (anterior, center, and posterior) were compared. Results: The BMD of the center region (173.0 ± 50.6 mg/cm3) was significantly higher than that of the inferior region (139.7 ± 50.1 mg/cm3) on the anteroposterior view (p < 0.01). On the lateral view, the BMD was lower than the center region in the anterior region (165.7 ± 52.8 mg/cm3) and in the posterior region (157.5 ± 42.3 mg/cm3), but the difference was not significant. Conclusion: The BMD was higher in the center region of the femoral head than in the inferior region. Therefore, lag screws are recommended to be inserted into the center of the femoral head.

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  • Registration-Based Patient-Specific Musculoskeletal Modeling Using High Fidelity Cadaveric Template Model. Reviewed

    Yoshito Otake, Masaki Takao, Norio Fukuda, Shu Takagi, Naoto Yamamura, Nobuhiko Sugano, Yoshinobu Sato

    Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I   11070   703 - 710   2018

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  • Reconstruction of 3D muscle fiber structure using high resolution cryosectioned volume Reviewed

    Yoshito Otake, Kohei Miyamoto, Axel Ollivier, Futoshi Yokota, Norio Fukuda, Lauren J. O’Donnell, Carl-Fredrik Westin, Masaki Takao, Nobuhiko Sugano, Beom Sun Chung, Jin Seo Park, Yoshinobu Sato

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   10734   85 - 94   2018

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    Three-dimensional (3D) muscle fiber architecture is important in patient-specific biomechanical simulation. While several in-vivo methods using diffusion tensor imaging and ultrasound have been demonstrated their feasibility in reconstruction of the fiber architecture, the main challenge is the lack of gold standard. Although physical measurement from cadavers has been considered as the accurate way of determining 3D muscle fiber architecture, its downsides include error in the manual tracing and the labor intensive process allowing only sparse sampling of a particular muscle. We propose an alternative method of obtaining a dense fiber architecture of multiple muscles in close proximity using high resolution cryosectioned images. Similar to the diffusion tensor imaging, we first extract the local orientation at each voxel using the structure tensor analysis and then tractography algorithm is applied to obtain stream lines. The proposed method was applied to all muscles around the hip joint and the masticatory muscles. Qualitative comparison with the anatomy textbook indicated that the proposed method reconstructed a plausible muscle fiber architecture. We plan to make the reconstructed fiber architecture of whole body muscles publicly available in order to serve for the biomechanics community.

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  • Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN Effects of Gradient Consistency Loss and Training Data Size Reviewed

    Hiasa Yuta, Otake Yoshito, Takao Masaki, Matsuoka Takumi, Takashima Kazuma, Carass Aaron, Prince Jerry L, Sugano Nobuhiko, Sato Yoshinobu

    SIMULATION AND SYNTHESIS IN MEDICAL IMAGING   11037   31 - 41   2018

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    CT is commonly used in orthopedic procedures. MRI is used along with CT to identify muscle structures and diagnose osteonecrosis due to its superior soft tissue contrast. However, MRI has poor contrast for bone structures. Clearly, it would be helpful if a corresponding CT were available, as bone boundaries are more clearly seen and CT has a standardized (i.e., Hounsfield) unit. Therefore, we aim at MR-to-CT synthesis. While the CycleGAN was successfully applied to unpaired CT and MR images of the head, these images do not have as much variation of intensity pairs as do images in the pelvic region due to the presence of joints and muscles. In this paper, we extended the CycleGAN approach by adding the gradient consistency loss to improve the accuracy at the boundaries. We conducted two experiments. To evaluate image synthesis, we investigated dependency of image synthesis accuracy on (1) the number of training data and (2) incorporation of the gradient consistency loss. To demonstrate the applicability of our method, we also investigated segmentation accuracy on synthesized images.

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  • Reconstruction of micro CT-like images from clinical CT images using machine learning: A preliminary study Reviewed

    Kyohei Takeda, Yutaro Iwamoto, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato, Yen Wei Chen

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE   10573   2018

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    © 2018 SPIE. High-resolution medical images are crucial for medical diagnosis, and for planning and assisting surgery. Micro computed tomography (micro CT) can generate high-resolution 3D images and analyze internal micro-structures. However, micro CT scanners can only scan small objects and cannot be used for in-vivo clinical imaging and diagnosis. In this paper, we propose a super-resolution method to reconstruct micro CT-like images from clinical CT images based on learning a mapping function or relationship between the micro CT and clinical CT. The proposed method consists of following three steps: (1) Pre-processing: This involves the collection of pairs of clinical CT images and micro CT images for training and the registration and normalization of each pair. (2) Training: This involves learning a non-linear mapping function between the micro CT and clinical CT by using training pairs. (3) Processing (testing) step: This involves enhancing a new CT image, which is not included in the training data set, by using the learned mapping function.

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  • Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size. Reviewed

    Yuta Hiasa, Yoshito Otake, Masaki Takao, Takumi Matsuoka, Kazuma Takashima, Jerry L. Prince, Nobuhiko Sugano, Yoshinobu Sato

    CoRR   abs/1803.06629   31 - 41   2018

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    CT is commonly used in orthopedic procedures. MRI is used along with CT to identify muscle structures and diagnose osteonecrosis due to its superior soft tissue contrast. However, MRI has poor contrast for bone structures. Clearly, it would be helpful if a corresponding CT were available, as bone boundaries are more clearly seen and CT has a standardized (i.e., Hounsfield) unit. Therefore, we aim at MR-to-CT synthesis. While the CycleGAN was successfully applied to unpaired CT and MR images of the head, these images do not have as much variation of intensity pairs as do images in the pelvic region due to the presence of joints and muscles. In this paper, we extended the CycleGAN approach by adding the gradient consistency loss to improve the accuracy at the boundaries. We conducted two experiments. To evaluate image synthesis, we investigated dependency of image synthesis accuracy on (1) the number of training data and (2) incorporation of the gradient consistency loss. To demonstrate the applicability of our method, we also investigated segmentation accuracy on synthesized images.

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  • Error range in proximal femoral osteotomy using computer tomography-based navigation Reviewed International journal

    Masaki Takao, Takashi Sakai, Hidetoshi Hamada, Nobuhiko Sugano

    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY   12 ( 12 )   2087 - 2096   2017.12

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    The purpose of this preliminary study was to determine the error range compared with preoperative plans in proximal femoral osteotomy conducted using a computed tomography (CT)-based navigation system.
    Four patients (four hips) underwent transtrochanteric rotational osteotomy (TRO), and three patients (four hips) underwent curved varus osteotomy (CVO) using CT-based navigation. Volume registration of pre- and postoperative CT was performed for error assessment.
    In TRO, the mean osteotomy angle error was (range ) in the valgus direction and (range ) in the retroversion direction. The mean osteotomy position error, with the femoral head side as positive, was -0.4 mm (range -1.4 to 0 mm). The bone fragment rotational movement error was (range ). In CVO, the mean osteotomy position error, with the femoral head side as positive, was -0.2 mm (range -2.0 to 1.7 mm) at the level of the lesser trochanter and 0.8 mm (range 0-3.2 mm) at the level of the greater trochanter. Bone fragment varus accuracy was (range ).
    In proximal femoral osteotomy using CT-based navigation, the angle error of osteotomy was within and the positional error was within 4 mm. The rotational movement error of the proximal fragment was within . These margins of error should be considered in preoperative planning. To improve surgical accuracy, it would be necessary to develop a computer-assisted device which can track the osteotomized fragment.

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  • The Posterior Capsular Ligamentous Complex Contributes to Hip Joint Stability in Distraction. Reviewed

    Takao M, Otake Y, Fukuda N, Sato Y, Armand M, Sugano N

    The Journal of arthroplasty   2017.11

  • Validation of patient-specific surgical guides for femoral neck cutting in total hip arthroplasty through the anterolateral approach Reviewed

    Takashi Sakai, Hidetoshi Hamada, Masaki Takao, Tsuyoshi Murase, Hideki Yoshikawa, Nobuhiko Sugano

    INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY   13 ( 3 )   2017.9

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    BackgroundThe aim of this study was to validate the effectiveness of neck-cut patient-specific surgical guides (PSGs) for femoral component implantation in total hip arthroplasty (THA) through the anterolateral approach compared with that without PSG.
    MethodsA total of 32 fresh cadaveric hips were included. Anatomical stem implantation with wide-base-contact PSG (AWP group) and without PSG (control group) were compared. The absolute errors between preoperative planning and PSG setting (E1), as well as those between preoperative planning and postoperative component implantation (E2) were evaluated using CT.
    ResultsThe E1/E2 values of AWP were 0.90.3 degrees/0.6 +/- 0.6 degrees in the coronal plane, and 1.7 +/- 0.8 degrees/1.0 +/- 0.9 degrees in the sagittal plane, and 1.0 +/- 0.6 mm/1.0 +/- 1.1 mm for the medial height. The E2 value in the sagittal plane (P=0.037) and the medial height (P=0.011) of AWP were significantly smaller than those of control group.
    ConclusionsThe neck-cut PSG through the anterolateral approach is effective for femoral component implantation.

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  • Change in Pelvic Sagittal Inclination From Supine to Standing Position Before Hip Arthroplasty. Reviewed International journal

    Keisuke Uemura, Masaki Takao, Yoshito Otake, Koki Koyama, Futoshi Yokota, Hidetoshi Hamada, Takashi Sakai, Yoshinobu Sato, Nobuhiko Sugano

    The Journal of arthroplasty   32 ( 8 )   2568 - 2573   2017.8

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    BACKGROUND: Cup anteversion and inclination are important for avoiding implant impingement and dislocation in total hip arthroplasty. However, functional cup anteversion and cup inclination also change as the pelvic sagittal inclination (PSI) changes. Therefore, PSI in both supine and standing positions was measured in a large cohort in this study. METHODS: A total of 422 patients (median age, 61; range, 15-87) who underwent total hip arthroplasty were the subjects of this study. There were 83 patients with primary osteoarthritis (OA), 274 patients with developmental dysplasia-derived secondary OA, 48 patients with osteonecrosis, and 17 patients with rapidly destructive coxopathy (RDC). Preoperative PSI in supine and standing positions was measured by automated computed topography segmentation and landmark localization of the pelvis followed by intensity-based 2D-3D registration, and the number of cases in which PSI changed more than 10° posteriorly was calculated. Hip disease, sex, and age were analyzed if they were related to a PSI change of more than 10°. RESULTS: The median PSI was 5.1° (interquartile range, 0.4°-9.4°) in supine and -1.3° (interquartile range, -6.5° to 4.2°) in standing position. There were 79 cases (19%) in which the PSI changed more than 10° posteriorly from supine to standing. Elder age and patients with primary OA and RDC were revealed to be the related factors. CONCLUSION: PSI changed more than 10° posteriorly from supine to standing in 19% of cases. Age and diagnosis of primary OA and RDC were the significant factors for the posterior rotation.

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  • Characteristics of bone turnover markers in rapidly destructive coxopathy Reviewed

    Hirohito Abe, Takashi Sakai, Takeshi Ogawa, Masaki Takao, Takashi Nishii, Nobuo Nakamura, Nobuhiko Sugano

    JOURNAL OF BONE AND MINERAL METABOLISM   35 ( 4 )   412 - 418   2017.7

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    The purpose of this study was to clarify bone turnover marker levels in rapidly destructive coxopathy (RDC). Twenty patients with RDC (mean age, 72 +/- A 11 years; 3 men, 17 postmenopausal women), 111 with osteoarthritis (OA) (age, 60 +/- A 10 years; 15 men, 13 premenopausal women, 83 postmenopausal women), and 18 with osteonecrosis of femoral head (ON) (55 +/- A 14 years; 11 men, 3 premenopausal women, 4 postmenopausal women), and 100 patients with femoral neck fracture (FNF) (81 +/- A 10 years; 27 men, 73 postmenopausal women) were included. Serum tartrate-resistant acid phosphatase 5b (TRACP-5b), bone alkaline phosphatase (BAP), matrix metalloproteinase-3 (MMP-3) levels, and bone mineral density (BMD) of proximal femur and lumbar spine were investigated. TRACP-5b levels were significantly higher in RDC than in OA and ON, whereas BAP levels were higher in RDC than in OA (P &lt; 0.05). MMP-3 levels were higher in RDC and ON than in OA (P &lt; 0.05). TRACP-5b were higher in RDC than OA (P &lt; 0.05) and FNF (P &lt; 0.05) in performing propensity score matching; there were no differences in BMD between RDC and OA. TRACP-5b showed the largest area under the curve (AUC, 0.82) according to receiver operating characteristic (ROC) curve analysis for diagnosing RDC against OA and ON. AUCs of BAP and MMP-3 were 0.78 and 0.74. The respective sensitivities and specificities were 70.0 % and 85.3 % for TRACP-5b (cutoff, 623 mU/dl), 95.0 % and 57.1 % for BAP (13.8 U/l), and 70.0 % and 76.4 % for MMP-3 (52.7 ng/ml). The lack of differences in BMD suggested that high bone turnover marker levels may reflect osteoclast cell activation in RDC hips. Serum TRACP-5b and BAP could be RDC markers.

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  • Comparison of rotational acetabular osteotomy performed with navigation by surgeons with different levels of experience of osteotomies Reviewed International journal

    Masaki Takao, Takashi Nishii, Takashi Sakai, Nobuhiko Sugano

    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY   12 ( 5 )   841 - 853   2017.6

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    Rotational acetabular osteotomy (RAO) is used to treat developmental hip dysplasia (DDH). It requires detailed anatomical knowledge of the pelvic anatomy and three-dimensional cognitive skills. We addressed whether a computer navigation system combined with a preoperative computed tomography-based plan enabled surgeons to perform RAO safely and reliably through a mini-incision regardless of their level of experience with performing osteotomies.
    We enrolled 24 patients (25 hips) with DDH (radiographic grade 0 or 1 osteoarthritic changes: Tonnis classification). Using the navigation system, four surgeons performed RAO via a mini-incision transtrochanteric approach. Two experienced surgeons treated 15 patients (16 hips). Two surgeons with low-level RAO experience treated nine patients (9 hips). Operative data and clinical and radiographic outcomes were compared. Average follow-up was 3.2 years.
    There were no significant differences in the (1) incision length, operation time, or intraoperative blood loss; (2) numerical pain rating scale score and Western Ontario and McMaster Universities Osteoarthritis Index Scale score at 1, 2 years, and at the latest follow-up; (3) preoperative and postoperative acetabular coverage of the femoral head, postoperative joint congruency, postoperative medial and distal femoral head displacement, or acetabular thickness; and (4) positional accuracy of iliac, pubic, and ischial osteotomy and accuracy of acetabular coverage of the femoral head.
    Clinical and radiographic outcomes of RAO with navigation were not influenced by the surgeons' level of osteotomy experience.

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  • Estimation of attachment regions of hip muscles in CT image using muscle attachment probabilistic atlas constructed from measurements in eight cadavers. Reviewed International journal

    Norio Fukuda, Yoshito Otake, Masaki Takao, Futoshi Yokota, Takeshi Ogawa, Keisuke Uemura, Ryota Nakaya, Kazunori Tamura, Robert B Grupp, Amirhossein Farvardin, Mehran Armand, Nobuhiko Sugano, Yoshinobu Sato

    International journal of computer assisted radiology and surgery   12 ( 5 )   733 - 742   2017.5

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    PURPOSE: Patient-specific musculoskeletal biomechanical simulation is useful in preoperative surgical planning and postoperative assessment in orthopedic surgery and rehabilitation medicine. A difficulty in application of the patient-specific musculoskeletal modeling comes from the fact that the muscle attachment regions are typically invisible in CT and MRI. Our purpose is to develop a method for estimating patient-specific muscle attachment regions from 3D medical images and to validate with cadaver experiments. METHODS: Eight fresh cadaver specimens of the lower extremity were used in the experiments. Before dissection, CT images of all the specimens were acquired and the bone regions in CT images were extracted using an automated segmentation method to reconstruct the bone shape models. During dissection, ten different muscle attachment regions were recorded with an optical motion tracker. Then, these regions obtained from eight cadavers were integrated on an average bone surface via non-rigid registration, and muscle attachment probabilistic atlases (PAs) were constructed. An average muscle attachment region derived from the PA was non-rigidly mapped to the patients bone surface to estimate the patient-specific muscle attachment region. RESULTS: Average Dice similarity coefficient between the true and estimated attachment areas computed by the proposed method was more than 10% higher than the one computed by a previous method in most cases and the average boundary distance error of the proposed method was 1.1 mm smaller than the previous method on average. CONCLUSION: We conducted cadaver experiments to measure the attachment regions of the hip muscles and constructed PAs of the muscle attachment regions. The muscle attachment PA clarified the variations of the location of the muscle attachments and allowed us to estimate the patient-specific attachment area more accurately based on the patient bone shape derived from CT.

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  • Does Pelvic Sagittal Inclination in the Supine and Standing Positions Change Over 10 Years of Follow-Up After Total Hip Arthroplasty? Reviewed

    Satoru Tamura, Shunsaku Nishihara, Masaki Takao, Takashi Sakai, Hidenobu Miki, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   32 ( 3 )   877 - 882   2017.3

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    Background: Functional anteversion and inclination of the cup change as the pelvic sagittal inclination (PSI) changes. The purposes of this study were to investigate the chronological changes of PSI during a 10-year follow-up period after total hip arthroplasty (THA) and to report the characteristics of patients who showed a greater than 10 degrees change in the PSI from the supine to the standing position.
    Methods: The subjects were 70 patients who were followed up for 10 years after THA. PSI values in the supine and standing positions were measured by 2D-3D matching using computed tomography images and pelvic radiographs. PSI values before THA and 1, 5, and 10 years after THA were compared in both the supine and standing positions.
    Results: Supine PSI showed less than 5 degrees of change, whereas standing PSI showed a significant decrease with time over the 10-year period. Although 43% of patients with less than 10 degrees of difference in the PSI between the supine and standing positions before THA increased PSI posteriorly (reclining) more than 10 degrees in standing from the supine position at 10 years, no late dislocation was observed.
    Conclusion: Supine PSI showed no significant change, but standing PSI showed a significant increase posteriorly with time over a 10-year period. However, this PSI change did not reach the level that it caused negative consequences such as late dislocation. The pelvic position in the supine position might still be a good functional reference position of the pelvis for aiming to achieve proper cup alignment at 10 years. (C) 2016 Elsevier Inc. All rights reserved.

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  • Reliability and Usefulness of Intraoperative 3-Dimensional Imaging by Mobile C-Arm With Flat-Panel Detector Reviewed

    Takahito Fujimori, Motoki Iwasaki, Yukitaka Nagamoto, Masafumi Kashii, Masaki Takao, Tsuyoshi Sugiura, Hideki Yoshikawa

    CLINICAL SPINE SURGERY   30 ( 1 )   E64 - E75   2017.2

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    Study Design: Reliability and agreement study.
    Objective: To assess the reliability of intraoperative 3-dimensional imaging with a mobile C-arm (3D C-arm) equipped with a flat-panel detector.
    Summary of Background Data: Pedicle screws are widely used in spinal surgery. Postoperative computed tomography (CT) is the most reliable method to detect screw misplacement. Recent advances in imaging devices have enabled surgeons to acquire 3D images of the spine during surgery. However, the reliability of these imaging devices is not known.
    Methods: A total of 203 screws were used in 22 consecutive patients who underwent surgery for scoliosis. Screw position was read twice with a 3D C-arm and twice with CT in a blinded manner by 2 independent observers. Screw positions were classified into 4 categories at every 2mm and then into 2 simpler categories of acceptable or unacceptable. The degree of agreement with respect to screw positions between the double readings was evaluated by kappa value. With unanimous agreement between 2 observers regarding postoperative CT readings considered the gold standard, the sensitivity of the 3D C-arm for determining screw misplacement was calculated.
    Results: A total 804 readings were performed. For the 4-category classification, the mean k value for the 2 interobserver readings was 0.52 for the 3D C-arm and 0.46 for CT. For the 2-category classification, the mean k value for the 2 interobserver readings was 0.80 for the 3D C-arm and 0.66 for CT. The sensitivity, specificity, positive predictive value, and negative predictive value of intraoperative imaging with the 3D C-arm were 70%, 95%, 44%, and 98%, respectively. With respect to screws with perforation &gt;= 4 mm, the sensitivity was 83%. No revision surgery was performed.
    Conclusions: Intraoperative imaging with a 3D C-arm was reliable for detecting screw misplacement and helpful in decreasing the rate of revision surgery for screw misplacement.

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  • Patient-specific skeletal muscle fiber modeling from structure tensor field of clinical CT images Reviewed

    Yoshito Otake, Futoshi Yokota, Norio Fukuda, Masaki Takao, Shu Takagi, Naoto Yamamura, Lauren J. O’Donnell, Carl-Fredrik Westin, Nobuhiko Sugano, Yoshinobu Sato

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   10433   656 - 663   2017

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    We propose an optimization method for estimating patient-specific muscle fiber arrangement from clinical CT. Our approach first computes the structure tensor field to estimate local orientation, then a geometric template representing fiber arrangement is fitted using a B-spline deformation by maximizing fitness of the local orientation using a smoothness penalty. The initialization is computed with a previously proposed algorithm that takes account of only the muscle’s surface shape. Evaluation was performed using a CT volume (1.0 mm3/voxel) and high resolution optical images of a serial cryo-section (0.1 mm3/voxel). The mean fiber distance error at the initialization of 6.00 mm was decreased to 2.78 mm after the proposed optimization for the gluteus maximus muscle, and from 5.28 mm to 3.09 mm for the gluteus medius muscle. The result from 20 patient CT images suggested that the proposed algorithm reconstructed an anatomically more plausible fiber arrangement than the previous method.

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  • Corrigendum: Difference in Stem Alignment Between the Direct Anterior Approach and the Posterolateral Approach in Total Hip Arthroplasty. (Journal of Arthroplasty (2015) 30(10) (1761–1766)(10.1016/j.arth.2015.04.026)(S0883540315003058)) Reviewed

    Hirohito Abe, Takashi Sakai, Masaki Takao, Takashi Nishii, Nobuo Nakamura, Nobuhiko Sugano

    Journal of Arthroplasty   31 ( 12 )   2949   2016.12

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    The authors regret that there was an error in figure 4 of their published article. Although the error does not change the data and conclusion of the paper, this error may cause misunderstanding of the conclusion for reader. The authors apologise for any inconvenience caused. The purpose of the study was to investigate the effects of different surgical approaches, the posterolateral approach and the direct anterior approach, on postoperative femoral anteversion and stem coronal and sagittal alignment in total hip arthroplasty, and to identify the factors related to postoperative femoral anteversion and stem alignment. The stem sagittal alignment in the manuscript was defined as follows: “The sagittal alignment of the femoral stem was defined as the difference between femoral tilt and the stem sagittal tilt, using the following formula: stem sagittal alignment (°) = stem sagittal tilt (°) – femoral tilt (°). A negative value less than -3° was defined as flexed implantation, and a positive value more than 3° was defined as extended implantation (Fig. 4).” However, in Figure 4, the middle figure labeled as “extended implantation” showed flexed implantation, and the lower figure labeled as “flexed implantation” showed extended implantation. The corrected figure is provided below.

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  • CT-based automated planning of acetabular cup for total hip arthroplasty (THA) based on hybrid use of two statistical atlases Reviewed

    Yoshiyuki Kagiyama, Itaru Otomaru, Masaki Takao, Nobuhiko Sugano, Masahiko Nakamoto, Futoshi Yokota, Noriyuki Tomiyama, Yukio Tada, Yoshinobu Sato

    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY   11 ( 12 )   2253 - 2271   2016.12

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    This study describes the use of CT images in atlas-based automated planning methods for acetabular cup implants in total hip arthroplasty (THA). The objective of this study is to develop an automated cup planning method considering the statistical distribution of the residual thickness.
    From a number of past THA planning datasets, we construct two statistical atlases that represent the surgeon's expertise. The first atlas is a pelvis-cup merged statistical shape model (PC-SSM), which encodes global spatial relationships between the patient anatomy and implant. The other is a statistical residual thickness map (SRTM) of the implant surface, which encodes local spatial constraints of the anatomy and implant. In addition to PC-SSM and SRTM, we utilized the minimum thickness as a threshold constraint to prevent penetration.
    The proposed method was applied to the pelvis shapes segmented from CT images of 37 datasets of osteoarthritis patients. Automated planning results with manual segmentation were compared to the plans prepared by an experienced surgeon. There was no significant difference in the average cup size error between the two methods (1.1 and 1.2 mm, respectively). The average positional error obtained by the proposed method, which integrates the two atlases, was significantly smaller (3.2 mm) than the previous method, which uses single atlas (3.9 mm). In the proposed method with automated segmentation, the size error of the proposed method for automated segmentation was comparable (1.1 mm) to that for manual segmentation (1.1 mm). The average positional error was significantly worse (4.2 mm) than that using manual segmentation (3.2 mm). If we only consider mildly diseased cases, however, there was no significance between them (3.2 mm in automated and 2.6 mm in manual segmentation).
    We infer that integrating PC-SSM and SRTM is a useful approach for modeling experienced surgeon's preference during cup planning.

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  • 人工股関節自動手術計画立案システムにおける大規模症例データ適用による精度調査

    鍵山 善之, 中西 裕紀, 横田 太, 高尾 正樹, 小川 剛, 菅野 伸彦, 大竹 義人, 伊藤 安海, TADA Yukio, 佐藤 嘉伸

    第二回日中高齢化社会政策と産業化シンポジウム講演要旨集   212 - 213   2016.11

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  • 人工股関節自動手術計画システム実用化に向けた異機種大腿骨ステムへの対応-大規模症例データを用いた精度検証

    中西 裕紀, 鍵山 善之, 横田 太, 小川 剛, 高尾 正樹, 菅野 伸彦, TADA Yukio, 大竹 義人, 佐藤 嘉伸

    平成28年電気学会 電子・情報・システム部門大会講演論文集   915 - 919   2016.9

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  • Postoperative Limb-Offset Discrepancy Notably Affects Soft-Tissue Tension in Total Hip Arthroplasty Reviewed International journal

    Masaki Takao, Takashi Nishii, Takashi Sakai, Nobuhiko Sugano

    JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME   98 ( 18 )   1548 - 1554   2016.9

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    Background: Inadequate soft-tissue tension in total hip arthroplasty is regarded as one cause of dislocation or abductor muscle weakness. The purpose of the present study was to assess how the postoperative discrepancy in limb offset (consisting of both femoral offset and acetabular offset) affects soft-tissue tension compared with other factors among patients with unilateral hip disease undergoing total hip arthroplasty.
    Methods: A total of 89 consecutive patients underwent mini-incision total hip arthroplasty involving an anterolateral or posterior approach and with use of a computer navigation system. Soft-tissue tension was measured by applying traction amounting to 40% of body weight with the joint positioned at 0 degrees, 15 degrees, 30 degrees, and 45 degrees of flexion. The separation between the cup and the prosthetic head was measured using the navigation system.
    Results: The cup-head separation differed significantly for varying angles of flexion (p &lt; 0.001), with the greatest distance noted at 15 degrees of flexion (mean and standard deviation, 11 +/- 5 mm). Stepwise multiple regression analysis showed that postoperative limb-offset discrepancy, an anterolateral approach, and preoperative abduction range of motion were correlated with the cup-head separation at 15 degrees of flexion. Postoperative limb-offset discrepancy was negatively correlated with the cup-head separation at 0 degrees, 15 degrees, and 30 degrees of flexion.
    Conclusions: Postoperative limb-offset discrepancy significantly affected the soft-tissue tension in total hip arthroplasty at varying degrees of flexion. This indicated that it is important to restore normal limb offset without overlengthening to obtain adequate soft-tissue tension in total hip arthroplasty.

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  • Thrombophylaxis with low-dose, short-term fondaparinux after elective hip surgery Reviewed

    Kosuke Tsuda, Takashi Nishii, Takashi Sakai, Masaki Takao, Nobuo Nakamura, Nobuhiko Sugano

    JOURNAL OF THROMBOSIS AND THROMBOLYSIS   41 ( 3 )   413 - 421   2016.4

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    Some studies have cautioned about the possibility of bleeding complications with routine use of anticoagulants like fondaparinux (FPX) for thrombophylaxis after elective hip surgery. Overdosing or prolonged periods of anticoagulant use should be avoided. We trialed a new regimen using FPX and tranexamic acid (TA) to reduce the risk of bleeding complications while maintaining efficacy in preventing deep vein thrombosis (DVT). The present study evaluated the effectiveness and safety of this regimen in 391 consecutive patients. Each patient was assigned either the FPX group, administered a once-daily subcutaneous injection of 1.5 mg of FPX on postoperative days 2, 3, and 4; or the intermittent pneumatic compression (IPC) group, which used an IPC device continuously for 1-2 days with no administration of any anticoagulant drugs. Ultrasonography was performed to diagnose DVT in all patients. No cases of fatal or symptomatic pulmonary embolism were encountered in either group, but six patients (3.1 %) in the FPX group and nine patients (6.0 %) in the IPC group showed asymptomatic distal DVT. The incidence of DVT tended to be lower (p = 0.19), volumes of intraoperative (p &lt; 0.01) and postoperative (p &lt; 0.01) blood loss were significantly smaller, and hemoglobin level was significantly higher in the FPX group than in the IPC group (p &lt; 0.01). Our new thrombophylactic regimen using FPX and TA appears effective and safe for use after elective hip surgery.

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  • Volume Increases of the Gluteus Maximus, Gluteus Medius, and Thigh Muscles After Hip Arthroplasty. Reviewed International journal

    Keisuke Uemura, Masaki Takao, Takashi Sakai, Takashi Nishii, Nobuhiko Sugano

    The Journal of arthroplasty   31 ( 4 )   906 - 912   2016.4

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    BACKGROUND: Muscle atrophy in osteoarthritis (OA) patients is expected to recover after total hip arthroplasty (THA) because of the increase in activity levels. Although some reports have shown an increase in the thigh muscles (Th) after THA, no reports of increases in the gluteal muscles and of analyses of the factors related to muscle recovery have been published. In this study, the changes in the gluteal and Th volumes after THA were quantitatively evaluated using computed tomography (CT) images, and the factors related to muscle recovery were analyzed. METHODS: The subjects were 40 OA hips with CT images taken 3 weeks after THA (first postoperative [postop] CT) and more than 2 years after THA (second postop CT). The cross-sectional areas of gluteus maximus (G-max), gluteus medius (G-med), and Th were measured in both CT images. The factors related to muscle recovery that were measured and evaluated were age, gender, days from operation, surgical approach, Kellgren-Lawrence grades, and hip functional score (Japanese Orthopaedics Association hip score). RESULTS: All measured cross-sectional areas of the operated side increased significantly from the first postop CT to the second postop CT (G-max, 40%; G-med, 11%; and Th, 20%). In the analysis of the factors related to muscle recovery, the increase rate of G-max correlated significantly with patient age, and the increase rate of G-med correlated significantly with the increase in Japanese Orthopaedics Association hip score. CONCLUSIONS: Hip OA can lead to atrophy of the gluteal and Th, but the muscle volume can recover more than 2 years after THA.

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  • Hip range-of-motion (ROM) is less than normal after rotational acetabular osteotomy for developmental dysplasia of the hip: A simulated ROM analysis Reviewed

    Hidetoshi Hamada, Masaki Takao, Ichiro Nakahara, Takashi Sakai, Takashi Nishii, Nobuhiko Sugano

    JOURNAL OF ORTHOPAEDIC RESEARCH   34 ( 2 )   217 - +   2016.2

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    The optimal reorientation of the acetabulum for developmental dysplasia of the hip (DDH) is unknown in terms of hip range-of-motion (ROM). The simulated ROMs of 52 DDHs after rotational acetabular osteotomy (RAO) with several patterns of femoral head coverage and those of 73 normal hips were analyzed using computer models reconstructed from CT images. After RAO with a lateral center edge angle (LCEA) of 30 degrees and an anterior center edge angle (ACEA) of 55 degrees producing coverage similar to that of normal hips, the maximal flexion and maximal internal rotation at 110 degrees flexion with 20 degrees adduction were significantly smaller than those of the normal group. To achieve ROMs after RAO similar to those of the normal group, an LCEA of 30 degrees with an ACEA of 45 degrees, an LCEA of 25 degrees with an ACEA of 45 degrees to 50 degrees, and an LCEA of 20 degrees with an ACEA of 50 degrees could be preferred angles to target, even though they provided smaller coverage than that of normal hips. After RAO producing femoral head coverage similar to that of normal hips, the maximal flexion and the maximal internal rotation at 110 degrees flexion with 20 degrees adduction were significantly smaller than those of the normal group. (c) 2015 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 34:217-223, 2016.

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  • The Validity of Using the Posterior Condylar Line as a Rotational Reference for the Femur. Reviewed International journal

    Keisuke Uemura, Masaki Takao, Takashi Sakai, Takashi Nishii, Nobuhiko Sugano

    The Journal of arthroplasty   31 ( 1 )   302 - 6   2016.1

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    Rotation of the femur is usually measured by the posterior condylar line (PCL). However, the functional position of the PCL has not been studied well. The angles between the PCL and the horizontal body line (HBL) were measured on preoperative computed tomographic (CT) images of 324 hips with osteoarthritis and compared with the CT images taken after hip arthroplasty. The PCL rotated 0.4° (±10.9° SD) internally from the HBL on preoperative CT images and was significantly correlated with femoral anteversion, Kellgren-Lawrence grade, and sex. On postoperative CT images, the PCL rotated 10.1° (interquartile range, 1.7°-15.5°) internally from the HBL. There was individual variance in the position of the PCL, and caution may be needed when using it as a rotational reference.

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  • STATISTICAL SHAPE MODELING OF COMPOUND MUSCULOSKELETAL STRUCTURES AROUND THE THIGH REGION Reviewed

    Chengwen Chu, Masaki Takao, Takeshi Ogawa, Futoshi Yokota, Yoshinobu Sato, Guoyan Zheng

    2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI)   885 - 888   2016

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    Accurate 3D models of lower extremity are required for model-based simulations in kinematic analysis of musculoskeletal (MS) system. In this paper, we present a modeling framework which combines a hybrid registration scheme with an articulated statistical shape model (aSSM) construction technique. The present modeling framework is used to develop an aSSM of compound MS structures based on a training set of 12 single side CT images with the associated ground-truth segmentation of 7 structures around the thigh region. By incorporating 90% of the training set variations, the model exhibits a generalization ability of 2.77 +/- 0.48 mm and specificity of 2.87 +/- 0.43 mm. The constructed aSSM has potential applications in model-based 2D-3D construction, 3D medical image segmentation, and kinematic analysis of MS system. To the best of our knowledge, this is the first 3D aSSM of compound MS structures around the thigh region.

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  • Cup Implant Planning Based on 2-D/3-D Radiographic Pelvis Reconstruction-First Clinical Results Reviewed

    Steffen Schumann, Yoshinobu Sato, Yuki Nakanishi, Futoshi Yokota, Masaki Takao, Nobuhiko Sugano, Guoyan Zheng

    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING   62 ( 11 )   2665 - 2673   2015.11

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    Goal: In the following, we will present a newly developed X-ray calibration phantom and its integration for 2-D/3-D pelvis reconstruction and subsequent automatic cup planning. Two different planning strategies were applied and evaluated with clinical data. Methods: Two different cup planning methods were investigated: The first planning strategy is based on a combined pelvis and cup statistical atlas. Thereby, the pelvis part of the combined atlas is matched to the reconstructed pelvis model, resulting in an optimized cup planning. The second planning strategy analyzes the morphology of the reconstructed pelvis model to determine the best fitting cup implant. Results: The first planning strategy was compared to 3-D CT-based planning. Digitally reconstructed radiographs of THA patients with differently severe pathologies were used to evaluate the accuracy of predicting the cup size and position. Within a discrepancy of one cup size, the size was correctly identified in 100% of the cases for Crowe type I datasets and in 77.8% of the cases for Crowe type II, III, and IV datasets. The second planning strategy was analyzed with respect to the eventually implanted cup size. In seven patients, the estimated cup diameter was correct within one cup size, while the estimation for the remaining five patients differed by two cup sizes. Conclusion: While both planning strategies showed the same prediction rate with a discrepancy of one cup size (87.5%), the prediction of the exact cup size was increased for the statistical atlas-based strategy (56%) in contrast to the anatomically driven approach (37.5%). Significance: The proposed approach demonstrated the clinical validity of using 2-D/3-D reconstruction technique for cup planning.

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  • Fluctuation of Cup Orientation During Press-Fit Insertion: A Possible Cause of Malpositioning Reviewed

    Takashi Nishii, Takashi Sakai, Masaki Takao, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   30 ( 10 )   1847 - 1851   2015.10

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    We evaluated real-time angular changes during press-fit cup insertion in 70 total hip arthroplasties. Inclination and anteversion cup angles on navigation system were recorded after each procedure of five hammer blows during cup insertion, and maximum deviated inclination (MDI) and anteversion (MDA) angles until the cup was fully seated were measured. We found 1 (1%) and 29 (41%) hips with increases and decreases in MDI of 5 degrees or more, and 13 (19%) and 6 (8%) hips with increases and decreases in MDA of 5 degrees or more, respectively. The MDI in men was significantly lower and the MDA for left-side surgery was significantly higher. Surgeons should pay attention to fluctuation in angular changes during cup insertion and may consider countermeasures to minimize cup malpositioning. (c) 2015 Elsevier Inc. All rights reserved.

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  • Difference in Stem Alignment Between the Direct Anterior Approach and the Posterolateral Approach in Total Hip Arthroplasty Reviewed

    Hirohito Abe, Takashi Sakai, Masaki Takao, Takashi Nishii, Nobuo Nakamura, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   30 ( 10 )   1761 - 1766   2015.10

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    The purpose of this study was to investigate the effects of different surgical approaches, the posterolateral approach (PLA) and the direct anterior approach (DAA), on postoperative femoral anteversion and stem coronal and sagittal alignment in total hip arthroplasty (THA), and to identify the factors related to postoperative femoral anteversion and stem alignment. A total of 209 hips of 181 patients were evaluated. THA was performed through the PLA in 80 hips and through the DAA in 129 hips. Femoral anteversion and stem alignment were measured on postoperative computed tomography images. The factor related to postoperative anteversion change was pre-operative femoral anteversion, and the surgical approaches did not affect the postoperative anteversion change, while surgical approach did have an effect on stem sagittal alignment. (c) 2015 Elsevier Inc. All rights reserved.

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  • 両側同時人工股関節置換術後の看護における課題の検討

    鳥羽恵理奈, 藤井彩子, 鎌谷明美, 柳川千里, 師岡友紀, 上杉裕子, 高尾正樹, 坂井孝司, 西井孝, 菅野伸彦

    第42回日本股関節学会学術集会プログラム抄録集389頁   2015.10

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  • 人工股関節置換術後の日常生活動作獲得時期における転倒転落のリスク評価と予防策についての検討

    藤井彩子, 鎌谷明美, 柳川千里, 師岡友紀, 上杉裕子, 高尾正樹, 坂井孝司, 西井孝, 菅野伸彦

    第42回日本股関節学会学術集会プログラム抄録集235頁   2015.10

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  • Handling Different Designs of Femoral Stems for Automated THA Planning: Determination of Stem Anteversion Angle Using Statistical Prediction Reviewed

    NAKANISHI Yuki, KAGIYAMA Yoshiyuki, YOKOTA Futoshi, TAKAO Masaki, OGAWA Takeshi, SUGANO Nobuhiko, TADA Yukio, OTAKE Yoshito, SATO Yoshinobu

    Proc. of CAOS 2015, 15th Annual Meeting of International Society for Computer Assisted Orthopaedic Surgery   ( Paper #103 )   1 - 4   2015.7

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  • Hip Range of Motion During Daily Activities in Patients with Posterior Pelvic Tilt from Supine to Standing Position Reviewed

    Satoru Tamura, Hidenobu Miki, Kosuke Tsuda, Masaki Takao, Asaki Hattori, Naoki Suzuki, Kazuo Yonenobu, Nobuhiko Sugano

    JOURNAL OF ORTHOPAEDIC RESEARCH   33 ( 4 )   542 - 547   2015.4

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    In most patients with hip disorders, the anterior pelvic plane (APP) sagittal tilt does not change from supine to standing position. However, in some patients, APP sagittal tilt changes more than 10 degrees posteriorly from supine to standing position. The purpose of this study was to both examine APP sagittal tilt and investigate the hip flexion and extension range of motion (ROM) required during daily activities in these atypical patients. Patient-specific 4-dimensional (4D) motion analysis was performed for 50 hips from 44 patients who had undergone total hip arthroplasty. All patients divided into two categories, such as atypical patients for whom the pelvis tilted more than 10 degrees posteriorly from supine to standing position preoperatively (19 hips from 18 patients) and the remaining typical patients (31 hips from 26 patients). The required hip flexion and extension angles did not differ significantly between atypical patients and typical patients. In conclusion, the hip flexion ROM during deep bending activities and hip extension ROM during extension activities required in those atypical patients with pelvic tilt more than 10 degrees backward from supine to standing position did not shift in the direction of extension. (c) 2015 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 33:542-547, 2015.

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  • Spinal Factors Influencing Change in Pelvic Sagittal Inclination From Supine Position to Standing Position in Patients Before Total Hip Arthroplasty Reviewed

    Satoru Tamura, Masaki Takao, Takashi Sakai, Takashi Nishii, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   29 ( 12 )   2294 - 2297   2014.12

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    In some atypical patients, pelvic sagittal inclination (PSI) changes posteriorly by &gt; 10 degrees from supine to standing position before total hip arthroplasty (THA). Several studies have suggested PSI in standing position is related to lumbar degeneration. The purpose of this study was to investigate spinal factors influencing changes in PSI from supine to standing position before THA. Participants comprised 163 consecutive patients who had undergone THA. Presence of compression fractures, presence of lumbar spondylolisthesis, thoracic kyphosis angle, lumbar lordosis angle, S1 anterior tilt angle and T4 plumb line position were investigated as spinal factors. Presence of compression fractures, age, presence of lumbar spondylolisthesis and small S1 anterior tilt angle were independently associated with posterior change in PSI from supine to standing position in patients before THA. (C) 2014 Elsevier Inc. All rights reserved.

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  • Is Ultrasound Screening Reliable for Adverse Local Tissue Reaction After Hip Arthroplasty? Reviewed

    Takashi Nishii, Takashi Sakai, Masaki Takao, Hideki Yoshikawa, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   29 ( 12 )   2239 - 2244   2014.12

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    There is increasing awareness of prevalence of adverse local tissue reaction (ALTR) surrounding metal-on-metal (MoM) and highly cross-linked polyethylene (HXLPE) bearings, and sensitive and simple screening modalities for ALTR are required. We examined reliability of ultrasound screening for ALTR in 131 hips of 105 patients who received both ultrasound and MRI examinations after hip arthroplasty with MoM or HXLPE bearings. Using the MRI results as reference, sensitivity, specificity and accuracy of ultrasound were 74%, 92% and 84% around MoM bearings, and 90%, 83%, and 85% around HXLPE bearings. Ultrasound detected ALTR in 11 hips that were not shown with MRI. Ultrasound examination is assumed to be a reliable screening tool for detecting clinically important ALTR lesions developing in the anterior region around MoM or HXLPE bearings. (C) 2014 Elsevier Inc. All rights reserved.

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  • Fixation strength of taper connection at head-neck junction in retrieved carbon fiber-reinforced PEEK hip stems Reviewed

    Ichiro Nakahara, Masaki Takao, Shunichi Bandoh, Nobuhiko Sugano

    JOURNAL OF ARTIFICIAL ORGANS   17 ( 4 )   358 - 363   2014.12

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    Carbon fiber-reinforced polyetheretherketone (CFR-PEEK) hip prostheses possess numerous advantages over metal prostheses; however, the security of the taper connection between the CFR-PEEK stem and the modular femoral head in vivo has not been verified. Therefore, we mechanically examined the taper connection of retrieved in vivo loaded CFR-PEEK stems in comparison with in vivo loaded titanium alloy stems. CFR-PEEK and titanium alloy femoral stems with a 12/14 taper trunnion were implanted in ovine hips. A 22-mm ceramic head was intraoperatively impacted to the stem. Retrieved specimens were obtained following weight-bearing conditions for up to 39 postoperative weeks and taper junction pull-off tests were conducted. Postoperative retrieved CFR-PEEK stem pull-off strength was significantly greater than that at time zero. Postoperative retrieved CFR-PEEK stem pull-off strength was also significantly higher than that of postoperative retrieved titanium alloy stem. Microscopic findings of the taper surface revealed no obvious damage in the retrieved CFR-PEEK stems, whereas fretting and corrosion were observed in the retrieved titanium alloy stems. The present findings suggest that the taper connection between the ceramic head and the 12/14 CFR-PEEK stem trunnion is more secure than that between the ceramic head and the titanium alloy trunnion.

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  • 人工股関節自動手術計画システム実用化に向けた関節機能バランスを考慮した最適化と性能評価 ~関節機能統計モデルを用いた脚長差・関節可動域・適合性調整~

    鍵山 善之, 中西 裕紀, 横田 太, 高尾 正樹, 小川 剛, 菅野 伸彦, 大竹 義人, 伊藤 安海, TADA Yukio, 佐藤 嘉伸

    第23回日本コンピュータ外科学会大会,日本コンピュータ外科学会誌   16 ( 3 )   242   2014.10

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  • 人工股関節自動手術計画システム実用化に向けた異機種大腿骨ステムへの対応 〜大腿骨・ステム統合統計形状モデルを用いたステム前捻角決定 〜

    中西 裕紀, 鍵山 善之, 横田 太, 小川 剛, 高尾 正樹, 菅野 伸彦, TADA Yukio, 大竹 義人, 佐藤 嘉伸

    第23回日本コンピュータ外科学会大会,日本コンピュータ外科学会誌   16 ( 3 )   243   2014.10

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  • 階層的マルチアトラス法を用いた股関節 CT 画像からの筋肉領域自動抽出の精度評価

    横田 太, 高尾 正樹, 小川 剛, 菅野 伸彦, 岡田 俊之, 大竹 義人, TADA Yukio, 佐藤嘉伸

    第23回日本コンピュータ外科学会大会,日本コンピュータ外科学会誌   16 ( 3 )   213   2014.10

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  • 人工股関節自動手術計画システム実用化に向けた最小限の手入力による疾患股関節のCTセグメンテーション高精度化 ~股関節・膝関節上の 2 点を条件とする統計形状モデルの適用~

    横田 太, 高尾 正樹, 小川 剛, 菅野 伸彦, 岡田 俊之, 大竹 義人, TADA Yukio, 佐藤嘉伸

    第23回日本コンピュータ外科学会大会,日本コンピュータ外科学会誌   16 ( 3 )   214   2014.10

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  • 人工股関節手術における骨盤側インプラントカップの応力状態予測アトラス

    鍵山 善之, 横田 太, 高尾 正樹, 菅野 伸彦, 伊藤 安海, TADA Yukio, 富山 憲幸, 佐藤 嘉伸

    第33回日本医用画像工学会大会,CD-ROM予稿集   ( PP26 )   1 - 6   2014.7

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  • Evaluations of Atlas-Based Total Hip Arthroplasty Planning of Two Different Types of Femoral Stems Reviewed

    NAKANISHI Yuki, KAGIYAMA Yoshiyuki, YOKOTA Futoshi, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    Proceedings of 2014 International Symposium on Flexible Automation, ISFA2014   ( 72S )   1 - 4   2014.7

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  • Iliosacral screw insertion using CT-3D-fluoroscopy matching navigation Reviewed International journal

    Masaki Takao, Takashi Nishii, Takashi Sakai, Hideki Yoshikawa, Nobuhiko Sugano

    INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED   45 ( 6 )   988 - 994   2014.6

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    Background: Percutaneous iliosacral screw insertion requires substantial experience and detailed anatomical knowledge to find the proper entry point and trajectory even with the use of a navigation system. Our hypothesis was that three-dimensional (3D) fluoroscopic navigation combined with a preoperative computed tomography (CT)-based plan could enable surgeons to perform safe and reliable iliosacral screw insertion. The purpose of the current study is two-fold: (1) to demonstrate the navigation accuracy for sacral fractures and sacroiliac dislocations on widely displaced cadaveric pelves; and (2) to report the technical and clinical aspects of percutaneous iliosacral screw insertion using the CT-3D-fluoroscopy matching navigation system.
    Methods: We simulated three types of posterior pelvic ring disruptions with vertical displacements of 0, 1, 2 and 3 cm using cadaveric pelvic rings. A total of six fiducial markers were fixed to the anterior surface of the sacrum. Target registration error over the sacrum was assessed with the fluoroscopic imaging centre on the second sacral vertebral body. Six patients with pelvic ring fractures underwent percutaneous iliosacral screw placement using the CT-3D-fluoroscopy matching navigation. Three pelvic ring fractures were classified as type B2 and three were classified as type C1 according to the AO-OTA classification. Iliosacral screws for the S1 and S2 vertebra were inserted.
    Results: The mean target registration error over the sacrum was 1.2 mm (0.5-1.9 mm) in the experimental study. Fracture type and amount of vertical displacement did not affect the target registration error. All 12 screws were positioned correctly in the clinical series. There were no postoperative complications including nerve palsy. The mean deviation between the planned and the inserted screw position was 2.5 mm at the screw entry point, 1.8 mm at the area around the nerve root tunnels and 2.2 mm at the tip of the screw.
    Conclusion: The CT-3D-fluoroscopy matching navigation system was accurate and robust regardless of pelvic ring fracture type and fragment displacement. Percutaneous iliosacral screw insertion with the navigation system is clinically feasible. (C) 2014 Elsevier Ltd. All rights reserved.

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  • Navigation-aided visualization of lumbosacral nerves for anterior sacroiliac plate fixation: a case report Reviewed

    Masaki Takao, Takashi Nishii, Takashi Sakai, Nobuhiko Sugano

    INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY   10 ( 2 )   230 - 236   2014.6

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    BackgroundAnterior sacroiliac joint plate fixation for unstable pelvic ring fractures avoids soft tissue problems in the buttocks; however, the lumbosacral nerves lie in close proximity to the sacroiliac joint and may be injured during the procedure. MethodsA 49 year-old woman with a type C pelvic ring fracture was treated with an anterior sacroiliac plate using a computed tomography (CT)-three-dimensional (3D)-fluoroscopy matching navigation system, which visualized the lumbosacral nerves as well as the iliac and sacral bones. We used a flat panel detector 3D C-arm, which made it possible to superimpose our preoperative CT-based plan on the intra-operative 3D-fluoroscopic images. ResultsNo postoperative complications were noted. ConclusionsIntra-operative lumbosacral nerve visualization using computer navigation was useful to recognize the 'at-risk' area for nerve injury during anterior sacroiliac plate fixation. Copyright (c) 2013 John Wiley & Sons, Ltd.

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  • Three-dimensional morphology and bony range of movement in hip joints in patients with hip dysplasia Reviewed

    I. Nakahara, M. Takao, T. Sakai, H. Miki, T. Nishii, N. Sugano

    BONE & JOINT JOURNAL   96B ( 5 )   580 - 589   2014.5

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    To confirm whether developmental dysplasia of the hip has a risk of hip impingement, we analysed maximum ranges of movement to the point of bony impingement, and impingement location using three-dimensional (3D) surface models of the pelvis and femur in combination with 3D morphology of the hip joint using computer-assisted methods. Results of computed tomography were examined for 52 hip joints with DDH and 73 normal healthy hip joints. DDH shows larger maximum extension (p = 0.001) and internal rotation at 90 flexion ( p &lt; 0.001). Similar maximum flexion (p = 0.835) and external rotation (p = 0.713) were observed between groups, while high rates of extra- articular impingement were noticed in these directions in DDH (p &lt; 0.001). Smaller cranial acetabular anteversion (p = 0.048), centre-edge angles (p &lt; 0.001), a circumferentially shallower acetabulum, larger femoral neck anteversion (p &lt; 0.001), and larger alpha angle were identified in DDH. Risk of anterior impingement in retroverted DDH hips is similar to that in retroverted normal hips in excessive adduction but minimal in less adduction. These findings might be borne in mind when considering the possibility of extra-articular posterior impingement in DDH being a source of pain, particularly for patients with a highly anteverted femoral neck.

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  • Raman spectroscopy investigation of load-assisted microstructural alterations in human knee cartilage: Preliminary study into diagnostic potential for osteoarthritis Reviewed

    Yasuhito Takahashi, Nobuhiko Sugano, Masaki Takao, Takashi Sakai, Takashi Nishii, Giuseppe Pezzotti

    Journal of the Mechanical Behavior of Biomedical Materials   31   77 - 85   2014.3

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    A preliminary investigation into the diagnostic potential of Raman spectroscopy for assessing pathological articular cartilage was conducted. Five arthritic human tibial cartilages retrieved after total knee arthroplasty were examined using near-infrared (NIR) Raman spectroscopy excited with 647.1nm lines of a Kr-ion laser. A "healthy" cartilage obtained from cadaver donor was also examined as a control sample. Degradation severity was first visually classified into five grades (Grade 0-VI) on the surface of both medial and lateral zones in each tibial plateau, according to the Collins scale. Raman spectra were then collected from selected zones with different damage severity. A systematic increase in relative intensity ratio between the Raman bands located at 1241 and 1269cm-1 (amide III doublet) was observed with increasing degradation grades, which could be related to structural changes under loading in type II collagen. This finding suggests that the present spectroscopic approach might be useful for recognizing and quantitatively assessing the degree of osteoarthritis (OA) in its early manifestation stage. © 2013 Elsevier Ltd.

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  • 階層的マルチアトラス法に基づく股関節CT画像からの個別筋肉・筋肉群領域の自動抽出

    高谷 美郁, 横田 太, 岡田 俊之, 高尾 正樹, 菅野 伸彦, TADA Yukio, 富山 憲幸, 佐藤 嘉伸

    日本機械学会関西支部第89期定時総会講演会講演論文集,日本機械学会講演論文集   2014 ( No.144-1 )   p.5 - 17   2014.3

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  • Synovial joint fluid cytokine levels in hip disease Reviewed

    Hirohito Abe, Takashi Sakai, Wataru Ando, Masaki Takao, Takashi Nishii, Nobuo Nakamura, Toshimitsu Hamasaki, Hideki Yoshikawa, Nobuhiko Sugano

    RHEUMATOLOGY   53 ( 1 )   165 - 172   2014.1

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    Objective. The purpose of this study was to evaluate cytokine level characteristics in the hip joint fluid, including rapidly destructive coxopathy (RDC), OA, osteonecrosis (ON) of the femoral head and RA.
    Methods. Thirty-three hips with RDC, 57 with OA, 36 with ON and 10 with RA were included in the study. OA hips were divided into two groups: 20 hips with early OA without joint space narrowing and 37 hips with terminal OA. ON hips were divided into three groups: 13 hips with &lt; 3 mm collapse, 14 hips with &gt; 3 mm collapse and 9 hips with terminal ON. Joint fluid was collected during surgery. Cytokine levels including IL-1 beta, IL-6, IL-8 and TNF-alpha were measured using homogeneous time-resolved fluorescence.
    Results. All measured cytokine levels in RDC were significantly higher than those in OA (P &lt; 0.05). Terminal OA showed higher cytokine levels than those in early OA (P &lt; 0.05). IL-6 and TNF-alpha levels in the ON group with &gt; 3 mm collapse were higher than those found in the ON group with &lt; 3 mm collapse. In comparing cytokine levels between RDC, terminal OA, RA and terminal ON, RDC showed significantly higher IL-8 levels than terminal OA and RA (P &lt; 0.05).
    Conclusion. IL-8 levels in RDC were higher than in the other hip diseases. The IL-8 level may reflect the aggressiveness of joint destruction in RDC, and IL-6 and TNF-alpha levels may also reflect ongoing destruction in OA and ON.

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  • 人工股関節手術計画統計アトラス構築のための代表症例選択 ~ 異種大腿骨インプラントへの拡張の容易化 ~ Reviewed

    中西 裕紀, 鍵山善之, 横田 太, 高尾 正樹, 菅野 伸彦, TADA Yukio, 富山 憲幸, 佐藤 嘉伸

    電子情報通信学会技術研究報告   113 ( 410 )   p.351 - 354   2014.1

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    In order to adapt automated total hip arthroplasty planning to different types of femoral stem efficiently, we constructed statistical atlas for different stem with representative cases which contribute to planning performance and evaluated performance of planning using that atlas. As a result of cross-validation between two types of femoral stem, anatomical type and flat type, while planning with anatomical type stem using representative cases selection in cases of flat type stem operated, the reverse didn't.

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  • Jogging After Total Hip Arthroplasty Reviewed

    Hirohito Abe, Takashi Sakai, Takashi Nishii, Masaki Takao, Nobuo Nakamura, Nobuhiko Sugano

    AMERICAN JOURNAL OF SPORTS MEDICINE   42 ( 1 )   131 - 137   2014.1

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    Background: Jogging has been classified as a high-impact sport, and jogging after total hip arthroplasty (THA) has not been well documented.
    Purpose: To investigate the participation rate for postoperative jogging as well as jogging parameters and the influence of jogging on implant stability and bearing wear.
    Study Design: Case-control study; Level of evidence, 3.
    Methods: Included in this study were 804 hips in 608 patients (85 men, 523 women) who underwent THA between 2005 and 2011 with follow-up longer than 1 year. The mean patient age was 62 years (range, 26-98 years), and mean follow-up duration was 4.8 years (range, 2.3-7.8 years). Hip resurfacing arthroplasty (HRA) was performed in 81 patients and conventional THA in 527 patients. During routine postsurgical visits, patients were given a questionnaire concerning preoperative and postoperative jogging routines. For joggers, frequency, distance, duration, and velocity of jogging were recorded. Patients who did not jog postoperatively were asked to provide reasons for not jogging. Radiographs concerning implant migration and polyethylene wear were evaluated with specialized software, and serum cobalt and chromium ion concentrations were investigated for patients with metal-on-metal articulation.
    Results: A total of 33 patients (5.4%) performed jogging preoperatively, and 23 patients (3.8%) performed jogging postoperatively. Of the 23 who jogged postoperatively, conventional THA was performed in 13 patients and HRA in 10 patients. Postoperatively, joggers trained a mean of 4 times (range, 1-7 times) per week, covering a mean distance of 3.6 km (range, 0.5-15 km) in a mean time of 29 minutes (range, 5-90 minutes) per session and at a mean speed of 7.7 km/h (range, 3-18 km/h). No patient complained of pain or showed serum cobalt and chromium ion elevation greater than 7 ppb. No hip showed loosening, abnormal component migration, or excessive wear at a mean 5-year follow-up. There were 74 postoperative non-joggers with an interest in jogging. The reasons given for avoiding jogging included anxiety (45 patients; 61%); impossible because of several reasons, including pain, decreased range of motion, and muscle weakness (18 patients; 24%); and lumbar or knee pain (11 patients; 15%). Multivariate analysis revealed that male sex and a history of preoperative jogging demonstrated significant relationships with postoperative jogging.
    Conclusion: A total of 3.8% of THA patients participated in postoperative jogging. Short-term postoperative follow-up did not identify any negative influence of jogging on implant survival.

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  • CT-3D-Fluoroscopy Matching Navigation Can Reduce the Malposition Rate of Iliosacral Screw Insertion for Less-Experienced Surgeons Reviewed

    Masaki Takao, Takashi Nishii, Takashi Sakai, Nobuhiko Sugano

    JOURNAL OF ORTHOPAEDIC TRAUMA   27 ( 12 )   716 - 721   2013.12

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    Objectives:The aim of the present study was to determine whether 3-dimensional (3D) fluoroscopic navigation combined with a preoperative computer tomography (CT)-based plan could enable surgeons to perform safe and reliable iliosacral screw insertion despite their limited experience.Methods:Eight pelvises with surrounding soft tissue donated from embalmed cadavers were used. Kirschner wires with a diameter of 3 mm were placed across the ilia bilaterally into the S1 and S2 vertebrae by 4 orthopaedic trainees. In 4 specimens, wires were placed across the right ilium using conventional technique and the left ilium using the CT-3D-fluoroscopy matching navigation system. In 4 other specimens, wires were placed across the right ilium using the 3D-fluoroscopic navigation system and the left ilium using the CT-3D-fluoroscopy matching navigation system. A postoperative CT-based analysis of wire localization was performed. The number of wire insertions until the final position check, operation duration, and radiation time and dose were also evaluated.Results:The percentage of wires inserted correctly was higher in the CT-3D-fluoroscopy matching navigated group (100%) than in the conventional technique group (50%) and 3D-fluoroscopic navigation group (50%). The number of wire insertions and radiation time were significantly lower with both navigation systems than with the conventional technique, whereas there was no significant difference between the navigation systems. There were no significant differences in operation time and radiation dose among the 3 groups.Conclusions:The CT-3D-fluoroscopy matching navigation system reduced the malposition rate of percutaneous iliosacral screw insertion when performed by less experienced surgeons.

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  • Differences in the locations and modes of labral tearing between dysplastic hips and those with femoroacetabular impingement Reviewed

    S. Tamura, T. Nishii, M. Takao, T. Sakai, H. Yoshikawa, N. Sugano

    BONE & JOINT JOURNAL   95B ( 10 )   1320 - 1325   2013.10

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    We investigated differences in the location and mode of labral tears between dysplastic hips and hips with femoroacetabular impingement (FAI). We also investigated the relationship between labral tear and adjacent cartilage damage. We retrospectively studied 72 symptomatic hips (in 68 patients: 19 men and 49 women) with radiological evidence of dysplasia or FAI on high-resolution CT arthrography. The incidence and location of labral tears and modes of tear associated with the base of the labrum (Mode 1) or body of the labrum (Mode 2) were compared among FAI, mildly dysplastic and severely dysplastic hips. The locations predominantly involved with labral tears were different in FAI and mild dysplastic hips (anterior and anterosuperior zones) and in severely dysplastic hips (anterosuperior and superior zones) around the acetabulum. Significant differences were observed in the prevalence of Mode 1 versus Mode 2 tears in FAI hips (72% (n = 13) vs 28% (n = 5)) and severe dysplastic hips (25% (n = 2) vs 75% (n = 6)). The frequency of cartilage damage adjacent to Mode 1 tears was significantly higher (42% (n = 14)) than that adjacent to Mode 2 tears (14% (n = 3)).
    Hip pathology is significantly related to the locations and modes of labral tears. Mode 1 tears may be a risk factor for the development of adjacent acetabular cartilage damage.

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  • Reliability and Usefulness of Intraoperative Three-Dimensional Imaging by Mobile C-Arm With Flat-Panel Detector. Reviewed

    Fujimori T, Iwasaki M, Nagamoto Y, Kashii M, Takao M, Sugiura T, Yoshikawa H

    Journal of spinal disorders & techniques   2013.7

  • Does the extent of osteonecrosis affect the survival of hip resurfacing? Reviewed

    Satoshi Nakasone, Masaki Takao, Takashi Sakai, Takashi Nishii, Nobuhiko Sugano

    Clinical Orthopaedics and Related Research   471 ( 6 )   1926 - 1934   2013.6

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    Background: The effect of the extent of osteonecrosis on the survival of hip resurfacing for osteonecrosis of the femoral head (ONFH) has not been well documented, but is a potentially important variable in the decision to perform resurfacing. Questions/purposes: We examined (1) the relationship between the volume of osteonecrosis in the femoral head before surgery and the extent of the residual necrotic bone after femoral head machining, (2) how the extent of the residual necrotic bone relative to the resurfaced femoral head (after femoral head machining) affected the survival of total hip resurfacing for patients with ONFH, and (3) how the extent of the necrotic bone relative to the entire femoral head (before femoral head machining) affected the survival and clinical outcome scores of patients who underwent total hip resurfacing. Methods: Thirty-three patients (39 hips) who underwent hip resurfacing were reviewed after a mean followup of 8 years. The extent of osteonecrosis in the femoral head and residual osteonecrosis in the implant bony bed after femoral head machining were estimated using a three-dimensional MRI-based templating system. Results: There was a statistically significant difference in the extent of osteonecrosis before and after femoral head machining, although the two were well correlated (r = 0.97). The mean percentage of osteonecrosis in the implant bony bed after femoral head machining was 5% smaller than that relative to the entire femoral head (range, -9% to 15%). There were no significant differences in implant survival between groups with small and large osteonecrosis classified by either the total amount of osteonecrosis before surgery or residual osteonecrosis after femoral head machining. Conclusion: The extent of osteonecrosis in the femoral head significantly decreased after femoral head machining. Neither the residual osteonecrosis volume in the implant bony bed after femoral head machining nor the total amount of osteonecrosis before femoral head machining had significant influence on the survival of hip resurfacing. Level of Evidence: Level IV, therapeutic study. See Guidelines for Authors for a complete description of levels of evidence. © 2013 The Association of Bone and Joint Surgeons®.

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  • Modular acetabular reconstructive cup in acetabular revision total hip arthroplasty at a minimum ten year follow-up Reviewed

    Takashi Sakai, Kenji Ohzono, Takashi Nishii, Masaki Takao, Hidenobu Miki, Nobuo Nakamura, Nobuhiko Sugano

    INTERNATIONAL ORTHOPAEDICS   37 ( 4 )   605 - 610   2013.4

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    Modular acetabular reconstructive cups have been introduced in an attempt to offer initial rigid fixation by iliac lag screws and ischial pegs, to support bone grafts with a flanged metal socket, and to restore original hip center in acetabular revision. The purpose of this study was to clarify minimum ten year follow-up results of this cup system with morsellised allografts in revision cases.
    We retrospectively investigated 54 acetabular revisions at a mean of 11 years (range, ten to 14 years). The indications were Paprosky's type 2B (eight hip), 2C (eight hips), 3A (23 hips), 3B (nine hips), and 4 (six hips).
    Using aseptic loosening as the endpoints, the survival rate was 89.3 % (95 % CI 81-98). Radiographically, one type 3A hip, three type 3B hips and one type 4 hip showed aseptic loosening while no type 2 hips or no cemented cups showed loosening.
    The modular reconstructive cups for acetabular revision showed bone stock restoration and stable implantation.

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  • In vivo implant fixation of carbon fiber-reinforced PEEK hip prostheses in an ovine model Reviewed

    Ichiro Nakahara, Masaki Takao, Shunichi Bandoh, Nicky Bertollo, William R. Walsh, Nobuhiko Sugano

    JOURNAL OF ORTHOPAEDIC RESEARCH   31 ( 3 )   485 - 492   2013.3

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    Carbon fiber-reinforced polyetheretherketone (CFR/PEEK) is theoretically suitable as a material for use in hip prostheses, offering excellent biocompatibility, mechanical properties, and the absence of metal ions. To evaluate in vivo fixation methods of CFR/PEEK hip prostheses in bone, we examined radiographic and histological results for cementless or cemented CFR/PEEK hip prostheses in an ovine model with implantation up to 52 weeks. CFR/PEEK cups and stems with rough-textured surfaces plus hydroxyapatite (HA) coatings for cementless fixation and CFR/PEEK cups and stems without HA coating for cement fixation were manufactured based on ovine computed tomography (CT) data. Unilateral total hip arthroplasty was performed using cementless or cemented CFR/PEEK hip prostheses. Five cementless cups and stems and six cemented cups and stems were evaluated. On the femoral side, all cementless stems demonstrated bony ongrowth fixation and all cemented stems demonstrated stable fixation without any gaps at both the bone-cement and cement-stem interfaces. All cementless cases and four of the six cemented cases showed minimal stress shielding. On the acetabular side, two of the five cementless cups demonstrated bony ongrowth fixation. Our results suggest that both cementless and cemented CFR/PEEK stems work well for fixation. Cup fixation may be difficult for both cementless and cemented types in this ovine model, but bone ongrowth fixation on the cup was first seen in two cementless cases. Cementless fixation can be achieved using HA-coated CFR/PEEK implants, even under load-bearing conditions. (C) 2012 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 31: 485492, 2013

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  • 人工股関節全置換術における関節機能に基づく三次元手術計画自動立案システム“AutoImPlan” Reviewed

    鍵山 善之, 音丸 格, 高尾 正樹, 中本 将彦, 菅野 伸彦, TADA Yukio, 水口 義久, 富山 憲幸, 佐藤 嘉伸

    計測自動制御学会論文集   49 ( 1 )   p.78 - 85   2013.1

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  • Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models Reviewed

    Futoshi Yokota, Toshiyuki Okada, Masaki Takao, Nobuhiko Sugano, Yukio Tada, Noriyuki Tomiyama, Yoshinobu Sato

    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2013, PT II   8150   190 - 197   2013

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    Segmentation of the femur and pelvis is a prerequisite for patient-specific planning and simulation for hip surgery. Accurate boundary determination of the femoral head and acetabulum is the primary challenge in diseased hip joints because of deformed shapes and extreme narrowness of the joint space. To overcome this difficulty, we investigated a multi-stage method in which the hierarchical hip statistical shape model (SSM) is initially utilized to complete segmentation of the pelvis and distal femur, and then the conditional femoral head SSM is used under the condition that the regions segmented during the previous stage are known. CT data from 100 diseased patients categorized on the basis of their disease type and severity, which included 200 hemi-hips, were used to validate the method, which delivered significantly increased segmentation accuracy for the femoral head.

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  • Differences in the locations and modes of labral tearing between dysplastic hips and those with femoroacetabular impingement Reviewed

    S. Tamura, T. Nishii, M. Takao, T. Sakai, H. Yoshikawa, N. Sugano

    Bone and Joint Journal   95 ( 10 )   1320 - 1325   2013

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    We investigated differences in the location and mode of labral tears between dysplastic hips and hips with femoroacetabular impingement (FAI). We also investigated the relationship between labral tear and adjacent cartilage damage. We retrospectively studied 72 symptomatic hips (in 68 patients: 19 men and 49 women) with radiological evidence of dysplasia or FAI on high-resolution CT arthrography. The incidence and location of labral tears and modes of tear associated with the base of the labrum (Mode 1) or body of the labrum (Mode 2) were compared among FAI, mildly dysplastic and severely dysplastic hips. The locations predominantly involved with labral tears were different in FAI and mild dysplastic hips (anterior and anterosuperior zones) and in severely dysplastic hips (anterosuperior and superior zones) around the acetabulum. Significant differences were observed in the prevalence of Mode 1 versus Mode 2 tears in FAI hips (72% (n = 13) vs 28% (n = 5)) and severe dysplastic hips (25% (n = 2) vs 75% (n = 6)). The frequency of cartilage damage adjacent to Mode 1 tears was significantly higher (42% (n = 14)) than that adjacent to Mode 2 tears (14% (n = 3)). Hip pathology is significantly related to the locations and modes of labral tears. Mode 1 tears may be a risk factor for the development of adjacent acetabular cartilage damage. © 2013 The British Editorial Society of Bone &amp
    Joint Surgery.

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  • Optimization of surgical planning of total hip arthroplasty based on computational anatomy Reviewed

    Y. Kagiyama, M. Takao, N. Sugano, Y. Tada, N. Tomiyama, Y. Sato

    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)   2980 - 2983   2013

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    This paper describes a method for automated optimization of total hip arthroplasty (THA) planning incorporating joint functionalities. The optimal planning is formulated as maximum a posterior (MAP) estimation, which ensures the best-balance of joint functionalities and bone-implant spatial relations based on their statistical models derived from the training datasets prepared by an experienced surgeon. According to the performance evaluation, four of the six functionalities of the automatically optimized plans were almost equivalent to those of surgeon's plans, and two of them were improved. We consider these results showed a potential usefulness of the proposed method.

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  • Histological characteristics of the human femoral head in patients with femoral neck fracture Reviewed

    Takashi Sakai, Daiki Iwana, Nobuo Nakamura, Takashi Nishii, Masaki Takao, Tetsu Watanabe, Hideki Yoshikawa, Nobuhiko Sugano

    VIRCHOWS ARCHIV   461 ( 6 )   705 - 711   2012.12

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    The reparative reaction including angiogenesis and osteogenesis in human bone after an ischemic event remains unknown. To investigate the reparative reaction in human bone, the distribution of tartrate resistant acid phosphatase (TRAP)-positive cells and the expressions of hypoxia inducible factor-1 alpha (HIF-1 alpha), vascular endothelial growth factor (VEGF), fibroblast growth factor-2 (FGF-2), and CD31 were observed around the fracture site in 101 hips in 100 patients with femoral neck fracture. These 17 men and 83 women had a mean age of 80 years (range, 58-97 years). Of the hips, 17 were Garden stage 3, and 84 were Garden stage 4. The mean duration from fracture to surgery was 6.3 days (range, 1-14 days). Hematoxylin-eosin staining, TRAP staining, and immunohistochemistry using anti-HIF-1 alpha, anti-VEGF anti-FGF-2, and anti-CD31 antibodies were performed for the coronal section of the retrieved whole femoral heads. TRAP-positive cells were detected near the trabecular bone around the fracture site in ten hips (10 %). HIF-1 alpha expression was detected in 41 hips (41 %), mainly in the endothelial cells of the vessels. VEGF showed diffuse cytoplasmic staining of the mononuclear cells in the edematous area in 39 hips (39 %) while FGF-2 was detected in the cytoplasm of mononuclear cells in the bone marrow in 82 hips (82 %). CD31 was expressed in the bone marrow vessels in 35 hips (35 %). There were significant differences in HIF-1 alpha expression relative to the duration between the fracture and the surgery, and in CD31 expression relative to Garden stage. HIF-1 alpha expression was detected around the fracture site in the early period after fracture and CD31 expression was detected more frequently in Garden 3 hips while VEGF and FGF-2 expressions were detected regardless of Garden classification.

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  • Does CT-Based Navigation Improve the Long-Term Survival in Ceramic-on-Ceramic THA? Reviewed

    Nobuhiko Sugano, Masaki Takao, Takashi Sakai, Takashi Nishii, Hidenobu Miki

    CLINICAL ORTHOPAEDICS AND RELATED RESEARCH   470 ( 11 )   3054 - 3059   2012.11

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    Background Although navigated THA provides improved precision in implant positioning and alignment, it is unclear whether these translate into long-term implant survival. Questions/Purposes We compared survivorship, dislocation rate, and incidence of radiographic failures such as loosening and bearing breakage after THA with and without navigation at a minimum 10-year followup.
    Methods We retrospectively reviewed 46 patients (60 hips) and 97 patients (120 hips) receiving THA with or without a CT-based navigation system, respectively, using cementless THA ceramic-on-ceramic bearing couples. There were no differences in age, sex, diagnosis, height, weight, BMI, or preoperative clinical score between groups. We evaluated survivorship, mode of acetabular and femoral component fixation, osteolysis, and implant wear or breakage at a minimum followup of 10 years (average, 11 years; range, 10-13 years).
    Results Survival at 13 years was 100% with navigation and 95.6% (95% CI, 88.4%-98.4%) without navigation. With navigation, all cups were placed within a zone of 40 degrees (range, 30 degrees-50 degrees) of radiographic inclination and 15 degrees (range, 5 degrees-15 degrees) of radiographic anteversion; without navigation, 31 cups (26%) were placed outside this zone. Hips treated without navigation had a higher rate of dislocation (8%) than the navigated cases (0%). Revision was performed in four nonnavigated cases, all of which showed evidence of neck impingement on the ceramic liner. Moreover, seven other cases without navigation showed posterior neck erosion on radiographs. These 11 impingement-related mechanical complications correlated with cup malorientation, and the incidence of impingement-related complications was higher in nonnavigated cases.
    Conclusions Navigation reduced the rates of dislocation and impingement-related mechanical complications leading to revision in cementless THA using ceramic-on-ceramic bearing couples over a minimum 10-year followup.
    Level of Evidence Level III, therapeutic study. See the Guidelines for Authors for a complete description of levels of evidence.

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  • キースライスにおけるマニュアル入力と条件付き統計形状モデルを用いた股関節CT 画像からの骨盤臼蓋領域の抽出精度向上

    中西 裕紀, 横田 太, 鍵山善之, 岡田 俊之, 高尾 正樹, 菅野 伸彦, TADA Yukio, 富山 憲幸, 佐藤 嘉伸

    第21回日本コンピュータ外科学会大会,日本コンピュータ外科学会誌   14 ( 3 )   p.328 - 329   2012.11

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  • Metaphyseal Bone Collapse Mimicking Slipped Capital Femoral Epiphysis in Severe Renal Osteodystrophy Reviewed International journal

    Masaki Takao, Jun Hashimoto, Takashi Sakai, Takashi Nishii, Nobuhiko Sugano, Hideki Yoshikawa

    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM   97 ( 11 )   3851 - 3856   2012.11

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    Context: Slipped capital femoral epiphysis is a well-recognized skeletal complication of renal osteodystrophy in adolescence, which is distinct from idiopathic slipped capital femoral epiphysis in its etiology.
    Objective: We report a case of severe mixed-type renal osteodystrophy with metaphyseal bone collapse that mimicked slipped capital femoral epiphyses.
    Methods: Case history, laboratory and radiological evaluation, and bone biopsies are discussed.
    Results: A 14-yr-old girl presented with left hip pain showing bilateral metaphyseal bone collapse accompanied with posterior-inferior displacement of capital femoral epiphyses after 2.5 yr of GH treatment. Blood chemistry, showing high levels of alkaline phosphatase and PTH, and a transiliac bone biopsy, indicating severe osteomalacia with osteitis fibrosa, along with serial computed tomography images of the hips from the presymptomatic stage, led to accurate diagnosis and successful treatment by administration of high-dose vitamin D.
    Conclusion: This case emphasizes the importance of controlling hyperparathyroidism well in children with chronic renal insufficiency, particularly at adolescence before initiating GH treatment. When children with renal insufficiency present with displacement of capital femoral epiphysis, it is necessary to evaluate the serum levels of alkaline phosphatase and PTH and metaphyseal bone quality below the physis. (J Clin Endocrinol Metab 97: 3851-3856, 2012)

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  • 側彎症手術におけるフラットパネル検出器搭載3D-Cアームによる椎弓根スクリュー位置の術中評価

    藤森 孝人, 岩崎 幹季, 長本 行隆, 柏井 将文, 高尾 正樹, 吉川 秀樹

    Journal of Spine Research   3 ( 11 )   1461 - 1464   2012.11

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    フラットパネル検出器搭載モバイルC-armによる側彎症手術における椎弓根スクリュー位置評価の信頼性を検討した。合計202本の椎弓根スクリューを術中3Dイメージング画像と術後CTでそれぞれ評価、比較した。術中3Dイメージングの検者内一致度はカッパ係数で0.82と良好で、感度70%、陽性的中率44%であった。本装置は、スクリュー位置評価において、通常CTに代わる有用な機器となる。(著者抄録)

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    Other Link: https://search.jamas.or.jp/index.php?module=Default&action=Link&pub_year=2012&ichushi_jid=J05510&link_issn=&doc_id=20121130030009&doc_link_id=%2Ffg7spine%2F2012%2F000311%2F010%2F1461-1464%26dl%3D0&url=http%3A%2F%2Fwww.medicalonline.jp%2Fjamas.php%3FGoodsID%3D%2Ffg7spine%2F2012%2F000311%2F010%2F1461-1464%26dl%3D0&type=MedicalOnline&icon=https%3A%2F%2Fjk04.jamas.or.jp%2Ficon%2F00004_2.gif

  • 人工股関節手術計画における力学的評価指標 -メカノスタット理論/リモデリングシミュレーションからの検討- Reviewed

    權志 妍, 内藤 尚, 音丸 格, 高尾 正樹, 佐藤 嘉伸, 菅野 伸彦, 富山 憲幸, Takeshi Matsumoto, 田中 正夫

    日本臨床バイオメカニクス会誌   Vol.33   265 - 269   2012.10

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  • Is the transverse acetabular ligament a reliable cup orientation guide? Computer simulation in 160 hips Reviewed

    Hirohito Abe, Takashi Sakai, Toshimitsu Hamasaki, Masaki Takao, Takashi Nishii, Nobuo Nakamura, Nobuhiko Sugano

    ACTA ORTHOPAEDICA   83 ( 5 )   474 - 480   2012.10

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    Background and purpose It is controversial whether the transverse acetabular ligament (TAL) is a reliable guide for determining the cup orientation during total hip arthroplasty (THA). We investigated the variations in TAL anatomy and the TAL-guided cup orientation.
    Methods 80 hips with osteoarthritis secondary to hip dysplasia (OA) and 80 hips with osteonecrosis of the femoral head (ON) were examined. We compared the anatomical anteversion of TAL and the TAL-guided cup orientation in relation to both disease and gender using 3D reconstruction of computed tomography (CT) images.
    Results Mean TAL anteversion was 11 degrees (SD 10, range -12 to 35). The OA group (least-square mean 16 degrees, 95% confidence interval (CI): 14-18) had larger anteversion than the ON group (least-square mean 6.2 degrees, CI: 3.8 - 7.5). Females (least-square mean 20 degrees, CI: 17-23) had larger anteversion than males (least-square mean 7.0 degrees, CI: 4.6-9.3) in the OA group, while there were no differences between the sexes in the ON group. When TAL was used for anteversion guidance with the radiographic cup inclination fixed at 40 degrees, 39% of OA hips and 9% of ON hips had more than 10 degrees variance from the target anteversion, which was 15 degrees.
    Interpretation In ON hips, TAL is a good guide for determining cup orientation during THA, although it is not a reliable guide in hips with OA secondary to dysplasia. This is because TAL orientation has large individual variation and is influenced by disease and gender.

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  • Interfacial shear strength of bioactive-coated carbon fiber reinforced polyetheretherketone after in vivo implantation Reviewed

    Ichiro Nakahara, Masaki Takao, Tomoyo Goto, Chikara Ohtsuki, Shigeru Hibino, Nobuhiko Sugano

    JOURNAL OF ORTHOPAEDIC RESEARCH   30 ( 10 )   1618 - 1625   2012.10

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    Despite the excellent osseointegration of carbon-fiber-reinforced polyetheretherketone (CFR/PEEK) with a surface hydroxyapatite (HA) coating, the bone-implant interfacial shear strength of HA-coated CFR/PEEK after osseointegration is unclear. We examined the interfacial shear strength of HA-coated CFR/PEEK implants after in vivo implantation in a rabbit femur-implant pull-out test model. HA coating was performed by a newly developed method. Uncoated CFR/PEEK, HA-coated blasted titanium alloy, and uncoated blasted titanium alloy were used as control implants. The implants were inserted into drilled femoral cortex, and pull-out tests were conducted after 6 and 12 weeks of implantation to determine maximum interfacial shear strength. The HA-coated CFR/PEEK (15.7?+/-?4.5?MPa) and HA-coated titanium alloy (14.1?+/-?6.0?MPa) exhibited significantly larger interfacial shear strengths than the uncoated CFR/PEEK (7.7?+/-?1.8?MPa) and the uncoated titanium alloy (7.8?+/-?2.1?MPa) at 6 weeks. At 12 weeks, only the uncoated CFR/PEEK (8.3?+/-?3.0?MPa) exhibited a significantly smaller interfacial shear strength, as compared to the HA-coated CFR/PEEK (17.4?+/-?3.6?MPa), HA-coated titanium alloy (14.2?+/-?4.8?MPa), and uncoated titanium alloy (15.0?+/-?2.6?MPa). Surface analysis of the removed implants revealed detachment of the HA layer in both the HA-coated CFR/PEEK and titanium alloy implants. The proposed novel HA coating method of CFR/PEEK significantly increased interfacial shear strength between bone and CFR/PEEK. The achieved interfacial shear strength of the HA-coated CFR/PEEK implant is of the same level as that of grit-blasted titanium alloy with HA. (c) 2012 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 30:16181625, 2012

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  • Incidence and Natural Course of Initial Polar Gaps in Birmingham Hip Resurfacing Cups Reviewed

    Satoshi Nakasone, Masaki Takao, Takashi Nishii, Takashi Sakai, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   27 ( 9 )   1676 - 1682   2012.10

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    The purpose of this study was to retrospectively investigate the incidence of initial polar gaps and their effect on clinical results in Birmingham Hip Resurfacing cups. A total of 151 hips in 134 patients who underwent hip resurfacing at a mean age of 50 years were examined. The mean follow-up period was 7 years. A polar gap was identified in 47 hips (31%) with a mean width of 2.1 mm. Gaps of 2 mm or more were identified in 21 hips, 6 of which showed reductions in cup inclination during the initial 3 months. After 3 months, no progressive cup migration was observed. There was no cup revision. All gaps were filled with bone within 2 years of surgery. The initial polar gaps had no significant influence on the stability of hydroxyapatite-coated Porocast cobalt-chromium hemispherical monoblock cups (Midland Medical Technologies Ltd, Birmingham, UK), although gaps of 2 mm or more had a higher risk of early migration.

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  • High Survival of Dome Pelvic Osteotomy in Patients with Early Osteoarthritis from Hip Dysplasia Reviewed

    Takashi Sakai, Takashi Nishii, Masaki Takao, Kenji Ohzono, Nobuhiko Sugano

    CLINICAL ORTHOPAEDICS AND RELATED RESEARCH   470 ( 9 )   2573 - 2582   2012.9

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    The Chiari osteotomy reportedly has a 60% to 91% survival rate at a minimum 20 years followup. The dome pelvic osteotomy (DPO) has the advantage of allowing a larger weightbearing surface, and congruity in the sagittal plane presumably would reduce the joint contact stress and perhaps increase longevity.
    We determined: (1) the survival after DPO at a minimum 25-year followup, (2) patient function, (3) acetabular coverage, and (4) factors influencing conversion to THA.
    We retrospectively reviewed 50 patients (59 hips) with developmental dysplasia of the hip (DDH) treated with DPO. The preoperative radiographic stages were graded as prearthritis (18 hips), early osteoarthritis (25 hips), and advanced osteoarthritis (16 hips). We performed a Kaplan-Meier survival analysis with THA conversion as the end point. We determined various radiographic parameters reflecting coverage, and compared demographic information for hips without and with THA conversion using multivariate logistic regression analysis. The minimum followup was 25 years (mean, 27.5 years; range, 25-32 years).
    Survival for all hips was 63.6% (95% CI, 51-76) at 27.5 years and that for hips with prearthritis and early osteoarthritis before the surgery was 79.1% (95% CI, 63-91). Twenty-one hips (36%) had undergone THAs at a mean 18.3 years (range, 2.5-25 years). At the last followup, pain, walking ability, and acetabular coverage improved. We identified four factors predicting THA conversion: greater age, presence of a preoperative Trendelenburg sign, higher preoperative radiographic osteoarthritis grade, and smaller postoperative acetabular head index (AHI) predicted conversion to THA.
    DPO is a reasonable treatment option for patients with DDH and prearthritis or early osteoarthritis, with high survival at greater than 25 years.
    Level IV, prognostic study. See the Guidelines for Authors for a complete description of levels of evidence.

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  • Dynamic Measurements of Hip Movement in Deep Bending Activities After Total Hip Arthroplasty Using a 4-Dimensional Motion Analysis System Reviewed

    Nobuhiko Sugano, Kosuke Tsuda, Hidenobu Miki, Masaki Takao, Naoki Suzuki, Nobuo Nakamura

    JOURNAL OF ARTHROPLASTY   27 ( 8 )   1562 - 1568   2012.9

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    Although deep hip bending activities are often required in Asian populations because of traditional lifestyles and religious practices, few have examined the required hip range of motion (ROM) in these activities after total hip arthroplasty (THA). We performed postoperative motion analysis to evaluate the differences in required ROMs between Japanese-style and Western-style deep hip bending activities, to investigate Whether prosthetic impingement would occur during these activities and to clarify the necessity for precautions in these activities after THA. Japanese-style activities did not require larger hip ROMs than Western-style ones, and all required hip flexion angles were less than 120 degrees. Prosthetic impingement was not observed, with a safety margin 10 degrees or higher until impingement in any directions of flexion, adduction, or internal rotation for any activities. Thus, particular postoperative precautions for Japanese-style activities are not required.

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  • 大腿骨頭軟骨下骨折と急速破壊型股関節症の組織学的検討

    坂井 孝司, 高尾 正樹, 吉川 秀樹, 阿部 裕仁, 田村 理, 西井 孝, 菅野 伸彦, 中村 宣雄, 安藤 渉, 大園 健二

    Hip Joint   38   1005 - 1009   2012.8

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    大腿骨頭軟骨下骨折(SFFH)10例と急速破壊型股関節症(RDC)45例および関節リウマチ(RA)股12例のTHA施行時に摘出した大腿骨頭を試料として組織学的検討を行い、疾患別で比較した。結果、TRAP染色により、SFFH群では8例(80%)が陽性を示し、TRAP陽性細胞は軟骨下骨梁骨折周囲の仮骨に沿って存在していた。RDC群では35例(78%)が陽性を示し、TRAP陽性細胞はいずれも集簇していた。RA群では11例(92%)が陽性を示し、TRAP陽性細胞は3例で集簇していた。SFFH群ではTRAP細胞の集簇は認められなかった。RANKL染色により、SFFH群では2例(20%)、RDC群では35例(78%)、RA群では3例(25%)が陽性を示した。このうちRDC群ではRANKLが骨梁周囲や線維性組織内に多く発現しており、骨破壊に関与している可能性が示唆された。

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  • 股関節疾患における関節液中サイトカイン濃度の検討 Reviewed

    阿部 裕仁, 坂井 孝司, 安藤 渉, 高尾 正樹, 西井 孝, 中村 宣雄, 大園 健二, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   86 ( 8 )   S1271 - S1271   2012.8

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  • 特発性大腿骨頭壊死症に対する表面置換型人工股関節全置換術の中期成績 従来型THAとの比較

    仲宗根 哲, 高尾 正樹, 西井 孝, 坂井 孝司, 菅野 伸彦, 中村 宣雄, 岩名 大樹, 北田 誠

    Hip Joint   38   810 - 812   2012.8

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    表面置換型人工股関節全置換術(RHA)は、「骨温存」「脱臼抵抗性」「低摩耗」という点で魅力的と考えられるが、「耐用性」については、従来型THAと比べて有利であるか議論が分かれている。そこで今回、自施設で1998〜2008年に特発性大腿骨頭壊死症に対しRHAを行った35例と従来型THAを行った74例の中期成績を群間比較した。術後経過期間は両群とも平均7年で、評価項目は「最終観察時のWOMACスコア」「人工関節の生存率」とした。患者背景をみるとRHA群で若年の男性が有意に多かったが、「WOMACスコア」「生存率」は従来型THA群と同等であり、良好であった。

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  • 階層的マルチアトラス法に基づく股関節CT画像からの個別筋肉・筋肉群領域の自動抽出 ~ 学習データ数と抽出精度に関する実験的研究 ~ Reviewed

    高谷 美郁, 横田 太, 岡田 俊之, 高尾 正樹, 菅野 伸彦, TADA Yukio, 富山 憲幸, 佐藤 嘉伸

    電子情報通信学会技術研究報告   112 ( 142 )   p.53 - 58   2012.7

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    Segmentation of the musculo-skeletal from 3D images is needed for patient-specific musculo-skeletal simulation. We proposed automated musculoskeletal segmentation from CT data of the hip using hierarchical multi-atlas method. The proposed method will be potentially utilized for different populations, modalities, and muscles. If segmentation accuracy will keep good when the amount of the preparation is limited, it becomes that much easier to prepare dataset. So, we performed an experimental study on the relationship between training set size and segmentation accuracy. We provide an indication of new dataset preparations.

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  • Automated CT-based THA Planning for Optimizing Joint Functionalities: a "Maximum A Posterior" (MAP) Estimation Approach Reviewed

    KAGIYAMA Yoshiyuki, OTOMARU Itaru, TAKAO Masaki, SUGANO Nobuhiko, MINAKUCHI Yoshihisa, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    Computer Assisted Orthopaedic Surgery, Proc. of 12th Annual Meeting of CAOS-International   #266, p.1 - 3   2012.6

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  • An Improved Method for Statistical Shape Prediction and its Application to Muscle Localization from 3D CT Images Reviewed

    YOKOTA Futoshi, TADA Yukio, TAKAYA Mika, TAKAO Masaki, SUGANO Nobuhiko, TOMIYAMA Noriyuki, SATO Yoshinobu

    Proceedings of the ASME/ISCIE 2012 International Symposium on Flexible Automation (ISFA2012)   #7215, p.1 - 4   2012.6

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  • Ultrasound Screening of Periarticular Soft Tissue Abnormality Around Metal-on-Metal Bearings Reviewed

    Takashi Nishii, Takashi Sakai, Masaki Takao, Hideki Yoshikawa, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   27 ( 6 )   895 - 900   2012.6

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    Although metal hypersensitivity or pseudotumors are concerns for metal-on-metal (MOM) bearings, detailed pathologies of patterns, severity, and incidence of periprosthetic soft tissue lesions are incompletely understood. We examined the potential of ultrasound for screening of periarticular soft tissue lesions around MoM bearings. Ultrasound examinations were conducted in 88 hips (79 patients) with MoM hip resurfacings or MoM total hip arthroplasties with a large femoral head. Four qualitative ultrasound patterns were shown, including normal pattern in 69 hips, joint-expansion pattern in 11 hips, cystic pattern in 5 hips, and mass pattern in 3 hips. Hips with the latter 3 abnormal patterns showed significantly higher frequency of clinical symptoms, without significant differences of sex, duration of implantation, head sizes, and cup abduction/anteversion angles, compared with hips with normal pattern. Ultrasound examination provides sensitive screening of soft tissue reactions around MoM bearings and may be useful in monitoring progression and defining treatment for periarticular soft tissue abnormalities.

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  • Automated Muscle Segmentation from 3D CT Data of the Hip Using Hierarchical Multi-atlas Method Reviewed

    YOKOTA Futoshi, TAKAYA Mika, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    Computer Assisted Orthopaedic Surgery, Proc. of 12th Annual Meeting of CAOS-International   #030, p.1 - 3   2012.6

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  • 人工股関節3次元手術計画自動立案における学習データ構築自動化のための実験的検討 Reviewed

    中西 裕紀, 鍵山善之, 音丸 格, 横田 太, 中本 将彦, 高尾 正樹, 菅野 伸彦, TADA Yukio, 富山 憲幸, 佐藤 嘉伸

    電子情報通信学会技術研究報告   112 ( 36 )   p.45 - 50   2012.5

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    In this paper, we describe methods for automated bone segmentation and THA planning. The automated planning is formulated as maximum a posterior (MAP) estimation with statistical atlases of implants, bone models, joint functionalities which are modeled with training datasets prepared by an experienced surgeon. In the experiment, we performed the evaluation of the proposed method and obtained a result that there was no significance between the proposed method and surgeon's plans. We considered this showed a potential usefulness of our method with automated segmentation.

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  • Eleven- to 14-year Follow-up Results of Cementless Total Hip Arthroplasty Using a Third-generation Alumina Ceramic-on-ceramic Bearing Reviewed

    Nobuhiko Sugano, Masaki Takao, Takashi Sakai, Takashi Nishii, Hidenobu Miki, Kenji Ohzono

    JOURNAL OF ARTHROPLASTY   27 ( 5 )   736 - 741   2012.5

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    To analyze long-term survivorship of cementless total hip arthroplasties (THAs) with the third-generation alumina ceramic-on-ceramic bearing, 100 consecutive THAs between 1996 and 1998 were reviewed. One cup and 2 stems were revised due to aseptic loosening. Another cup showed chipping of the acetabular liner at 8 years and required cup revision. The remaining hips showed stable bone ingrowth fixation with no osteolysis at the final follow-up. The 14-year survivorship as the end point of revision was 97.9% for the cup, 97.8% for the stem, and 95.7% for the overall implants, respectively. We conclude that cementless THA with the third-generation ceramic-on-ceramic hip bearing provided an excellent survivorship and eliminated periprosthetic osteolysis for 11 to 14 years. (C) 2012 Elsevier Inc. All rights reserved.

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  • Computational measurement of joint space width and structural parameters in normal hips Reviewed

    Takashi Nishii, Toshiyuki Shiomi, Takashi Sakai, Masaki Takao, Hideki Yoshikawa, Nobuhiko Sugano

    ARCHIVES OF ORTHOPAEDIC AND TRAUMA SURGERY   132 ( 5 )   591 - 598   2012.5

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    Joint space width (JSW) of hip joints on radiographs in normal population may vary by related factors, but previous investigations were insufficient due to limitations of sources of radiographs, inclusion of subjects with osteoarthritis, and manual measurement techniques. We investigated influential factors on JSW using semiautomatic computational software on pelvic radiographs in asymptomatic subjects without radiological osteoarthritic findings.
    Global and local JSW at the medial, middle, and lateral compartments, and the hip structural parameters were measured in asymptomatic, normal 150 cases (300 hips), using a customized computational software.
    Reliability of measurement in global and local JSWs was high with intraobserver reproducibility (intraclass correlation coefficient) ranging from 0.957 to 0.993 and interobserver reproducibility ranging from 0.925 to 0.985. There were significant differences among three local JSWs, with the largest JSW at the lateral compartment. Global and medial local JSWs were significantly larger in the right hip, and global, medial and middle local JSWs were significantly smaller in women. Global and local JSWs were inversely correlated with CE angle and positively correlated with horizontal distance of the head center, but not correlated with body mass index in men and women. They were positively correlated with age and inversely correlated with vertical distance of the head center only in men.
    There were interindividual variations of JSW in normal population, depending on sites of the weight-bearing area, side, gender, age, and hip structural parameters. For accurate diagnosis and assessment of hip osteoarthritis, consideration of those influential factors other than degenerative change is important.

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  • 特発性大腿骨頭壊死症の基礎・臨床研究における進歩と展望 特発性大腿骨頭壊死症に対するコンピュータ手術支援

    西井 孝, 坂井 孝司, 高尾 正樹, 仲宗根 哲, 小山 毅, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   86 ( 3 )   S309 - S309   2012.3

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  • Automated preoperative planning of femoral stem in total hip arthroplasty from 3D CT data: Atlas-based approach and comparative study Reviewed

    Itaru Otomaru, Masahiko Nakamoto, Yoshiyuki Kagiyama, Masaki Takao, Nobuhiko Sugano, Noriyuki Tomiyama, Yukio Tada, Yoshinobu Sato

    MEDICAL IMAGE ANALYSIS   16 ( 2 )   415 - 426   2012.2

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    Atlas-based methods for automated preoperative planning of the femoral stem implant in total hip arthroplasty are described. Statistical atlases are constructed from a number of past preoperative plans prepared by experienced surgeons in order to represent the surgeon's expertise of the planning. Two types of atlases are considered. One is a statistical distance map atlas, which represents surgeon's preference of the contact pattern between the femoral canal (host bone) and stem (implant) surfaces. The other is an optimal reference plan, which is selected as the best representative plan expected to minimize the deviation from the surgeon's preferred contact pattern. These atlases are fitted to the patient data to automatically generate the preoperative plan of the femoral stem. In this paper, we formulate a general framework of atlas-based implant planning, and then describe the methods for construction and utilization of the two proposed atlases. In the experiments, we used 40 cases to evaluate the proposed methods and compare them with previous methods by defining the errors as differences between automated and surgeon's plans. By using the proposed methods, the positional and orientation errors were significantly reduced compared with the previous methods and the size error was superior to inter-surgeon variability in size selection using 2D templates on an X-ray image reported in previous work. (C) 2011 Elsevier B.V. All rights reserved.

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  • 股関節疾患における大腿骨頭の組織学的検討 Reviewed

    坂井 孝司, 西井 孝, 高尾 正樹, 阿部 裕仁, 安藤 渉, 田村 理, 中村 宣雄, 大園 健二, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   86 ( 2 )   S44 - S44   2012.2

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  • Wear degradation of long-term in vivo exposed alumina-on-alumina hip joints: linking nanometer-scale phenomena to macroscopic joint design Reviewed

    Yasuhito Takahashi, Nobuhiko Sugano, Wenliang Zhu, Takashi Nishii, Takashi Sakai, Masaki Takao, Giuseppe Pezzotti

    JOURNAL OF MATERIALS SCIENCE-MATERIALS IN MEDICINE   23 ( 2 )   591 - 603   2012.2

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    The wear behavior of alumina femoral heads was examined at follow-up periods between 7.7 and 10.7 years. Four head retrievals of the same size (28 mm in diameter) were divided into two groups with different design characteristics. Systematically using scanning electron and atomic force microscopy procedures, wear characteristics could be classified on the entire heads according to five zones with increasing degrees of wear damage (Grade 1-5), in addition to one zone of stripe wear (Grade SW). The stripe wear zone showed quite different topographical features as compared to frictionally worn zones. Furthermore, hip implants designed with different clearances are shown to lead to different wear patterns on the femoral head surface, the smaller the clearance the wider the worn surface area. Cathodoluminescence piezo-spectroscopy provided information about the residual stress state in surfaces worn to different degrees and helped clarifying the wear mechanisms on the microscopic scale.

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  • Novel Surface Modifications of Carbon Fiber-Reinforced Polyetheretherketone Hip Stem in an Ovine Model Reviewed

    Ichiro Nakahara, Masaki Takao, Shunichi Bandoh, Nicky Bertollo, William R. Walsh, Nobuhiko Sugano

    ARTIFICIAL ORGANS   36 ( 1 )   62 - 70   2012.1

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    A carbon fiber-reinforced polymer (CFRP) is theoretically a suitable material for use in an uncemented hip prosthesis considering it can provide isoelastic environment with the surrounding bone, adequate fatigue strength, and a metal-free radiographic evaluation. To date, the selection of polymer material and optimization of both design and surface finish of the prostheses for osseointegration has not been accomplished. This study examined radiographic and histologic results of an uncemented CFRP stem manufactured from carbon fiber-reinforced polyetheretherketone (CFR/PEEK) with a roughened surface and a bioactive treatment in an adult ovine model following a 12-month implantation period. A unilateral hemiarthroplasty of the hip was performed using the CFRP stem or a titanium stem as a control. Four cases with the CFRP stem and five cases with titanium stem were evaluated. Bone on-growth fixation was achieved in two cases with the CFRP stem and in all the cases with the titanium stem. The CFRP cases showed minimal stress shielding while three of five cases with the titanium stem demonstrated typical osteopenia associated with stiff metal stems. Bone on-growth to the uncemented CFRP stem was achieved by using the CFR/PEEK for the material and modifying the surface design and the bioactive surface finish. Bone resorption and osteopenia observed with the Ti stems was not found with the CFRP design.

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  • Disease Discrimination based on Disease Subspace of Organ Shape Using Orthogonal Complement of Normal Subspace Reviewed

    Keisuke Higashiura, Dipti Prasad Mukherjee, Toshiyuki Okada, Futoshi Yokota, Masatoshi Hori, Masaki Takao, Nobuhiko Sugano, Yen-Wei Chen, Noriyuki Tomiyama, Yoshinobu Sato

    2012 6TH INTERNATIONAL CONFERENCE ON NEW TRENDS IN INFORMATION SCIENCE, SERVICE SCIENCE AND DATA MINING (ISSDM2012)   453 - 457   2012

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    Diagnostic modeling based on computational anatomy is an important topic. In previous work, discrimination method using support vector machine based on principal component analysis of the hippocampus shapes have been proposed. However, disease-specific component was not considered explicitly. In this paper, we propose a method for constructing the disease subspace using orthogonal complement of the normal subspace. The proposed method was tested using the hepatic cirrhosis and hip osteoarthritis datasets and was compared to a previous method. In our experiments, the proposed method was effective for disease discrimination based on organ shapes.
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  • Application of a CT-3D fluoroscopy matching navigation system to the pelvic and femoral regions Reviewed International journal

    Masaki Takao, Takashi Nishii, Takashi Sakai, Nobuhiko Sugano

    COMPUTER AIDED SURGERY   17 ( 2 )   69 - 76   2012

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    Objective: The aim of this study was to find the proper location of the fluoroscopic imaging center in order to apply a CT-based 3D fluoroscopy matching navigation system in the pelvic and femoral regions.
    Materials and methods: To simulate surgeries around the hip joint, a dry human pelvis and femur were used. A total of 16 fiducial markers, each consisting of a metal ball 1.5 mm in diameter, were fixed to the pelvis and femur. For the pelvis, the pubic symphysis, the acetabular fossa, and a site on the ilium 3 cm above the acetabular roof were selected as fluoroscopic imaging centers. For the proximal femur, the base of the femoral neck, the femoral shaft at the level of the lesser trochanter, and the inferior border of the great trochanter were selected as fluoroscopic imaging centers.
    Results: Target registration error (TRE) differed significantly among the selected fluoroscopic imaging centers. The best mean TRE for the pelvis was 0.8 mm (range: 0.2 to 1.6 mm) with the imaging center on the ilium (3 cm above the acetabular roof). The best mean TRE for the proximal femur was 1.1 mm (range: 0.2 to 2.0 mm) with the imaging center on the femoral shaft at the lesser trochanter level.
    Conclusion: Fluoroscopic imaging center location had a significant effect on the accuracy of the CT-based 3D fluoroscopy matching navigation system in the pelvic and femoral regions. The proper fluoroscopic imaging centers for CT-3D fluoroscopic matching were, for the pelvis, a site on the ilium 3 cm above the acetabular roof, and for the proximal femur, the femoral shaft at the level of the lesser trochanter.

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  • Automated Localization of Pelvic Anatomical Coordinate System from 3D CT Data of the Hip Using Statistical Atlas

    YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    Med Imag Tech   30 ( 1 )   43 - 52   2012

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    Localization of the pelvic anatomical coordinate system is a prerequisite for patient-specific preoperative planning and joint motion simulation for hip surgery. Our aim is to automate localization of the pelvic anatomical coordinate system from 3D CT data. In this paper, we propose a statistical atlas-based method that consists of three steps. The first step is spatial normalization using a probabilistic atlas. The second step is feature point recognition using a statistical landmark model. The final step is coordinate system refinement using a standard CT atlas. We applied the proposed method to 39 datasets. Compared to manual localization by an experienced surgeon, the average positional error was 2.37 ± 1.30 mm and the average orientation error was 1.07 ± 0.50 degrees. These results demonstrate the usefulness of the proposed method.

    DOI: 10.11409/mit.30.43

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  • Eight-year wear analysis in Longevity highly cross-linked polyethylene liners comparing 26- and 32-mm heads Reviewed

    Ichiro Nakahara, Nobuo Nakamura, Masaki Takao, Takashi Sakai, Takashi Nishii, Nobuhiko Sugano

    ARCHIVES OF ORTHOPAEDIC AND TRAUMA SURGERY   131 ( 12 )   1731 - 1737   2011.12

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    Although wear reduction of highly cross-linked polyethylene has been demonstrated to be independent of femoral head diameter in some simulation studies, the clinical effects of femoral head diameter on wear of highly cross-linked polyethylene sockets remain unclear. We compared the in vivo wear of Longevity highly cross-linked polyethylene liners at 8-year follow-up using 26- or 32-mm cobalt-chromium heads.
    A retrospective cohort study was performed on 90 cementless total hip arthroplasties (THAs) using Longevity highly cross-linked polyethylene liners combined with 26- (45 THAs) or 32-mm (45 THAs) cobalt-chromium heads. Annual radiographs were analyzed using PolyWare computer-assisted methods and linear and volumetric total head penetration rates and linear and volumetric steady-state wear rates were compared.
    The two groups showed similar background data, and no significant differences were identified between groups in total head penetration rate or steady-state wear rate. Steady-state wear rates were negligible. Osteolysis was not observed in any hips in either group.
    At the 8-year follow-up, wear of the Longevity was the same irrespective of the use 26- or 32-mm heads.

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  • 表面置換 特発性大腿骨頭壊死症に対する表面置換型人工股関節全置換術の中期成績 変形性股関節症との比較

    仲宗根 哲, 高尾 正樹, 西井 孝, 坂井 孝司, 吉川 秀樹, 菅野 伸彦, 中村 宣雄, 岩名 大樹, 北田 誠

    日本人工関節学会誌   41   86 - 87   2011.12

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    Birmingham Hip Resurfacingを用いて表面置換型人工股関節全置換術を施行した特発性大腿骨頭壊死症(ION)37例43関節(男32例、女11例、平均38.3歳)の成績を、変形性股関節症(OA)99例112関節(男44例、女68例、平均54.2歳)と比較した。観察期間2〜11年で、JOAスコアはION群平均96点、OA群94点、WOMACスコアはそれぞれ4.7点、4.5点と有意差はなかった。再置換は5関節に行い、カップがION群0関節、OA群2関節、大腿コンポーネントがそれぞれ2関節、3関節であった。再置換の理由は、ION群は術後9ヵ月と10年に生じた大腿コンポーネントの弛みであった。OA群は術後3週に頸部骨折、2.5年に感染を各1例認め、カップと大腿コンポーネントの再置換を行い、術後11年に大腿コンポーネントの弛みが認められた。エンドポイントを再置換としたカップの術後7年の生存率はION群100%、OA群98%、大腿コンポーネントはいずれも98%で、両群間に有意差はなかった。

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  • 表面置換型THA術前計画におけるコンポーネントサイズ選択の正確性の検討 2次元術前計画と3次元術前計画による比較

    仲宗根 哲, 高尾 正樹, 西井 孝, 坂井 孝司, 菅野 伸彦, 中村 宣雄, 岩名 大樹, 北田 誠

    Hip Joint   37   400 - 403   2011.9

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    表面置換型人工股関節全置換術50例57股(男23股、女34股、平均49歳)を対象に、二次元デジタル術前計画(2D法)と三次元術前計画(3D法)のコンポーネントサイズ選択の一致率について検討した。2D法はStryker社製のCase plan、3D法は3D-CTデータを用いて独自開発した3Dデジタルテンプレートソフトで行った。対象の疾患は一次性OAが2股、DDH由来OAが41股、ONが12股、RAが1股、外傷性OAが1股で、Bombelli分類や骨頭の圧潰などで分類した骨頭変形の程度は軽度群34股、高度群23股であった。カップサイズの完全一致率は2D法74%、3D法90%、大腿コンポーネントはそれぞれ77%、93%と両法間に有意差が認められた。骨頭変形程度では、2D法のカップサイズ完全一致率が軽度群88%、高度群52%、大腿コンポーネントはそれぞれ94%、52%と有意差が認められた。3D法ではカップサイズ完全一致率が軽度群94%、高度群83%、大腿コンポーネントはそれぞれ100%、83%であった。

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  • 【若年者(40歳未満)の進行期・末期股関節症の病態と治療】人工関節置換術 若年者の進行期・末期股関節症に対する表面置換型人工股関節置換術

    菅野 伸彦, 西井 孝, 坂井 孝司, 高尾 正樹, 仲宗根 哲, 阿部 裕仁, 田村 理

    関節外科   30 ( 9 )   1065 - 1068   2011.9

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  • 急速破壊型股関節症における関節液中サイトカイン濃度の検討 Reviewed

    阿部 裕仁, 坂井 孝司, 安藤 渉, 西井 孝, 高尾 正樹, 中村 宣雄, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   85 ( 8 )   S1272 - S1272   2011.8

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  • The Results of a Press-Fit-Only Technique for Acetabular Fixation in Hip Dysplasia Reviewed

    Masaki Takao, Nobuo Nakamura, Kenji Ohzono, Takashi Sakai, Takashi Nishii, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   26 ( 4 )   562 - 568   2011.6

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    The purpose of the present study was to evaluate the 6- to 11-year follow-up results of hemispherical porous-coated cups implanted into dysplastic hips using press-fit technique without screws focusing on the amount of host bone coverage. There were 87 patients who underwent 98 primary total hip arthroplasties. Bony coverage was measured as the angle between the vertical line and the line drawn from the cup center to the lateral edge of the acetabulum, which was named the cup center-edge angle (cup-CE angle). All 98 cups were judged to be bone ingrown. The minimum cup-CE angle was 8.4 degrees (mean, 26.3 degrees). Bone-cup contact of more than 8.4 degrees of the cup-CE angle was large enough for press-fit cups to resist superior directed loads during this follow-up period.

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  • Optimization of Implant Compatibility and Hip Joint Function Based on Statistical Atlas for Automated 3D Surgical Planning of Total Hip Arthroplasty Reviewed

    KAGIYAMA Yoshiyuki, OTOMARU Itaru, YOKOTA Futoshi, OKADA Toshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    Proceedings of 9th World Congress on Structural and Multidisciplinary Optimization   PAPER091, pp. 1-7   2011.6

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  • Gender Differences in 3D Morphology and Bony Impingement of Human Hips Reviewed

    Ichiro Nakahara, Masaki Takao, Takashi Sakai, Takashi Nishii, Hideki Yoshikawa, Nobuhiko Sugano

    JOURNAL OF ORTHOPAEDIC RESEARCH   29 ( 3 )   333 - 339   2011.3

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    For the proper diagnosis or treatment of hip joint disorders caused by anatomical abnormalities, the normal hip joint morphology must be studied to understand its influence on the maximum range of motion (ROM) until bony impingement by focusing on gender differences. Acetabular and femoral morphologies were analyzed from 3D CT images of 106 normal hip joints from elderly men (n = 36 joints) and women (n = 70 joints), and measurements of ROM until bony impingement were made in four directions (flexion, extension, and external and internal rotation at 90 degrees flexion) using surface models of the pelvis and femur reconstructed from the CT data. Gender differences were found not only in joint orientation, including anteversion and inclination of the acetabulum and femoral neck anteversion, but also in the shape around the joint, including the acetabular rim and the femoral neck. This ROM study also showed gender differences in all four standard directions. In conclusion, significant gender differences were observed in the acetabular and femoral morphology, which led to significant gender differences in ROM until bony impingement. (C) 2010 Orthopaedic Research Society Published by Wiley Periodicals, Inc. J Orthop Res 29:333-339, 2011

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  • Cementless Modular Total Hip Arthroplasty with Subtrochanteric Shortening Osteotomy for Hips with Developmental Dysplasia Reviewed International journal

    Masaki Takao, Kenji Ohzono, Takashi Nishii, Hidenobu Miki, Nobuo Nakamura, Nobuhiko Sugano

    JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME   93A ( 6 )   548 - 555   2011.3

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    Background: The purpose of this retrospective study was to analyze the functional and radiographic results of cementless, modular total hip arthroplasty combined with subtrochanteric osteotomy for the treatment of patients who had had Crowe Group-IV developmental dysplasia of the hip as a child.
    Methods: Twenty-five consecutive patients (thirty-three hips) who had previously had Crowe Group-IV developmental dysplasia of the hip were treated with a modular cementless prosthesis at a mean age of sixty years. The mean follow-up period was eight years (range, five to eleven years). The acetabular cup was placed in the position of the anatomical hip center in every patient. Subtrochanteric femoral shortening osteotomy was performed with use of a step-, cut design.
    Results: The mean Merle d'Aubigne and Postel hip score improved from 9 to 16 points (out of a maximum of 18 points). The mean limb-length discrepancy in seventeen patients with unilateral involvement was reduced from 5.1 cm (range, 3.7 to 6.5 cm) to 2.8 cm (range, 1.4 to 4.6 cm). Two,patients had a positive Trendelenburg sign, and three had a slight limp at the time of the latest follow-up. No cases of nonunion or nerve palsy were encountered. Postoperative dislocations occurred in two hips. One hip showed progressive radiolucent lines around the proximal femoral sleeve within two years after the surgery, and this was followed by progressive stem subsidence. Only one femoral stem was revised.
    Conclusions: Cementless, modular total hip arthroplasty combined with subtrochanteric osteotomy for the treatment of patients with prior Crowe Group-IV developmental dysplasia of the hip resulted in satisfactory outcomes. Hips with poor bone quality and a developmentally short femoral neck present technical challenges with regard to achieving sufficient rotatory stability, following osteotomy, for osseointegration of the modular implants.

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  • Incidence and predictors of osteonecrosis among cyclosporin- or tacrolimus-treated renal allograft recipients Reviewed International journal

    Masaki Takao, Takashi Sakai, Takashi Nishii, Hideki Yoshikawa, Shiro Takahara, Nobuhiko Sugano

    RHEUMATOLOGY INTERNATIONAL   31 ( 2 )   165 - 170   2011.2

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    The aim of this study was to investigate the incidence of osteonecrosis of the hip and knee among renal allograft recipients treated with cyclosporin- or tacrolimus-based immunosuppressive regimens and its predictors focusing on the first 8 weeks after transplantation. The subjects were 232 renal allograft recipients who had MRI for osteonecrosis of the hip and knee 3 months or longer after transplant. The following potential predictors of osteonecrosis were tested using univariate and multivariate logistic regression analyses: age, gender, body weight, body mass index, duration on dialysis before transplant, number of human leukocyte antigen mismatches, ABO mismatches, type of transplanted kidney, immunosuppressive regimen, cumulative steroid dose and steroid pulses, incidence of acute rejection, and delayed graft function, defined as requiring dialyses in the first week. Evidence of osteonecrosis was visible on the MRI of 11 recipients (4.7%, 95% confidence interval 2.4-8.3). Univariate and multivariate logistic regression analyses indicated that delayed graft function was the most important predictor of osteonecrosis. In conclusion, we found a lower incidence of osteonecrosis of the hip and knee in renal allograft recipients treated with cyclosporin or tacrolimus. In the patients treated with improved immunosuppressive regimens, delayed graft function was a significant early predictor of osteonecrosis.

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  • Accuracy of a 3D fluoroscopic navigation system using a flat-panel detector-equipped C-arm Reviewed International journal

    Masaki Takao, Kentaro Yabuta, Takashi Nishii, Takashi Sakai, Nobuhiko Sugano

    COMPUTER AIDED SURGERY   16 ( 5 )   234 - 239   2011

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    Objective: The aim of this study was to evaluate the accuracy of a novel 3-dimensional (3D) fluoroscopic navigation system using a flat-panel detector-equipped C-arm, focusing on the influence of the distance from the center of fluoroscopic imaging on navigation accuracy.
    Materials and Methods: A geometric phantom was made using a Styrofoam cube with 25 markers, each consisting of a metal ball 1.5 mm in diameter, fixed in a cross arrangement at 1-cm intervals. Hip joint surgery was simulated using a set of dry pelvic and femoral bones. A total of eight markers were fixed to the acetabulum and proximal femur.
    Results: In the geometric phantom study, mean target registration error (TRE) was 0.7 mm (range: 0.1-1.5). The TRE of markers located at 5 cm from the imaging center was significantly higher than the TRE of markers located at 1 and 2 cm. However, the TRE was &lt;1 mm in 90% of the overall trials and &lt;1.5 mm in 100%. In the dry bone study, the mean TRE was 0.9 mm (range: 0.7-1.5) over the acetabulum and 1.0 mm (range: 0.5-1.4) over the femur. No significant difference in TRE was seen between the acetabulum and proximal femur.
    Conclusion: The accuracy of this novel 3D fluoroscopic navigation system was considered acceptable for clinical application. A 3D C-arm equipped with a flat-panel detector could increase the feasibility of 3D fluoroscopic navigation by reducing the effects of image distortion on navigation accuracy.

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  • 大腿骨頭壊死症に対する表面置換型人工股関節全置換術の壊死範囲の検討

    仲宗根 哲, 高尾 正樹, 西井 孝, 坂井 孝司, 吉川 秀樹, 菅野 伸彦, 中村 宣雄, 岩名 大樹, 北田 誠

    日本人工関節学会誌   40   572 - 573   2010.12

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    大腿骨頭壊死症に対して表面置換型人工股関節全置換術を施行した症例に対して、術前に撮影した3D-MRIを用いて大腿コンポーネントに対するリーミング後の残存壊死体積の比を計測し、臨床成績との関連性を検討した。大腿骨頭壊死症に対してRHAを施行し、2年以上の経過観察が可能で、かつ術前3D-MRIデータが得られた31例36股を対象とした。骨頭壊死面積比は平均37.1%で、コンポーネント内壊死面積比は平均27.4%であった。コンポーネント内壊死体積比は、平均26.8%であった。壊死範囲が0〜25%未満には術後8年で大腿コンポーネントの弛み例を認め、50%以上には臨床不良例を認めなかった。臨床不良例を認めた25%未満と25〜50%未満の症例の間に臨床不良例の明らかな有意差はなかった。

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  • カップと臼蓋の間にギャップを生じた表面置換型人工股関節全置換術例の臨床成績と術後X線学的評価

    仲宗根 哲, 金谷 文則, 中村 宣雄, 岩名 大樹, 北田 誠, 西井 孝, 坂井 孝司, 高尾 正樹, 吉川 秀樹, 菅野 伸彦

    Hip Joint   36   301 - 305   2010.10

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    表面置換型人工股関節全置換術(以下RHA)に用いられるカップは、摺動面とカップ本体が一体のモノブロックとなっているため、dysplastic用の特殊タイプ以外はスクリュー固定ができず、確実なプレスフィット固定が必要である。セメントレスカップのプレスフィット固定は、導入初期にはカップと臼底部の間にgapが発生し、骨との接触面積が低下することや臼蓋骨折をきたすことなど、その固定性を危惧する報告があった。しかし、適切なアンダーリーミングやインプラントデザインなどの研究により近年良好な中長期成績が報告されており、gapも臨床成績に影響しないとの報告が多いが、その詳細は不明である。そこで今回、当院と関連施設で1998〜2007年にRHAを施行された166例を対象に、gapの発生率・程度・X線学的経時変化や、gapが臨床成績に与えた影響などについて検討した。その結果、gapは21例(13%)に認め、gapの幅は0.6〜4.5mm(平均2.4m)であった。gap幅が3mm以上であった9例中6例では術後3ヵ月以内にカップ外転角度の3°以上の減少とカップの3mm以上の移動を認めたが、いずれもその後は安定し、最終観察時には全例でgapは消失もしくはfillingしており、臨床成績不良例はなかった。

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  • Grafting with hydroxyapatite granules for defects of acetabular bone at revision total hip replacement A MINIMUM TEN-YEAR FOLLOW-UP Reviewed

    T. Sakai, K. Ohzono, T. Nishii, H. Miki, M. Takao, N. Sugano

    JOURNAL OF BONE AND JOINT SURGERY-BRITISH VOLUME   92B ( 9 )   1215 - 1221   2010.9

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    The long-term results of grafting with hydroxyapatite granules for acetabular deficiency in revision total hip replacement are not well known. We have evaluated the results of revision using a modular cup with hydroxyapatite grafting for Paprosky type 2 and 3 acetabular defects at a minimum of ten years&apos; follow-up. We retrospectively reviewed 49 acetabular revisions at a mean of 135 months (120 to 178). There was one type 2B, ten 2C, 28 3A and ten 3B hips. With loosening as the endpoint, the survival rate was 74.2% (95% confidence interval 58.3 to 90.1). Radiologically, four of the type 3A hips (14%) and six of the type 3B hips (60%) showed aseptic loosening with collapse of the hydroxyapatite layer, whereas no loosening occurred in type 2 hips. There was consolidation of the hydroxyapatite layer in 33 hips (66%). Loosening was detected in nine of 29 hips (31%) without cement and in one of 20 hips (5%) with cement (p = 0.03, Fisher&apos;s exact probability test). The linear wear and annual wear rate did not correlate with loosening.
    These results suggest that the long-term results of hydroxyapatite grafting with cement for type 2 and 3A hips are encouraging.

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  • Repair in osteonecrosis of the femoral head: MR imaging features at long-term follow-up Reviewed International journal

    Masaki Takao, Takashi Nishii, Takashi Sakai, Hideki Yoshikawa, Nobuhiko Sugano

    CLINICAL RHEUMATOLOGY   29 ( 8 )   841 - 848   2010.8

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    The purpose of this study was to evaluate retrospectively the progression of reparative changes in osteonecrosis of the femoral head over a long period of time, using both serial plain films and magnetic resonance (MR) images. The subjects were 25 patients with 33 hips affected by osteonecrosis, followed conservatively for more than 10 years (mean, 14.1; range, 10 to 23.4). At the latest follow-up examination, there were 11 hips at the non-collapse stage, 17 hips at the collapse stage where collapse has ceased, and five hips at the osteoarthritic stage. An increase in radiographic sclerosis of the lesion area was seen in 14 of 17 hips which showed cessation of collapse, 13 of which showed an intralesional area with intermediate signal intensity on fat suppression MR images. Four of five hips at the osteoarthritic stage also showed an intralesional area with intermediate signal intensity on fat suppression MR images. Ten of 11 hips at the non-collapse stage showed a normal fat signal intensity area demarcated with a low-signal-intensity band on T1-weighted MR images. In the 24 hips followed for more than 5 years with MR imaging (mean, 9.2; range, 5.9 to 13.8), changes of lesion size of abnormal signal intensity on T1-weighted MR images were not observed. In conclusion, reparative process was limited to the periphery of osteonecrosis over a long period of time unless collapse had occurred. If collapse had ceased minimally, the reconstructive repair process could be facilitated.

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  • AUTOIMPLAN: An Automated Surgical Planning System for Total Hip Arthroplasty, - A Retrospective Evaluation of Anatomical Compatibility and Joint Function - Reviewed

    OTOMARU Itaru, TADA Yukio, YOKOTA Futoshi, KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, SATO Yoshinobu

    Proceedings of 2010 International Symposium on Flexible Automation   #JPS-2446, pp. 1-2   2010.7

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  • A modular femoral neck and head system works well in cementless total hip replacement for patients with developmental dysplasia of the hip Reviewed

    T. Sakai, K. Ohzono, T. Nishii, H. Miki, M. Takao, N. Sugano

    JOURNAL OF BONE AND JOINT SURGERY-BRITISH VOLUME   92B ( 6 )   770 - 776   2010.6

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    We compared a modular neck system with a non-modular system in a cementless anatomical total hip replacement (THR). Each group consisted of 74 hips with developmental hip dysplasia. Both groups had the same cementless acetabular component and the same articulation, which consisted of a conventional polyethylene liner and a 28 mm alumina head. The mean follow-up was 14.5 years (13 to 15), at which point there were significant differences in the mean total Harris hip score (modular/non-modular: 98.6 (64 to 100)/93.8 (68 to 100)), the mean range of abduction (32 degrees (15 degrees to 40 degrees)/28 (0 degrees to 40 degrees)), use of a 10 elevated liner (31%/100%), the incidence of osteolysis (27%/79.7%) and the incidence of equal leg lengths (&gt;= 6 mm, 92%/61%). There was no disassociation or fracture of the modular neck.
    The modular system reduces the need for an elevated liner, thereby reducing the incidence of osteolysis. It gives a better range of movement and allows the surgeon to make an accurate adjustment of leg length.

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  • Comparison of Mini-Incision Total Hip Arthroplasty Through an Anterior Approach and a Posterior Approach Using Navigation Reviewed

    Nobuhiko Sugano, Masaki Takao, Takashi Sakai, Takashi Nishii, Hidenobu Miki, Nobuo Nakamura

    ORTHOPEDIC CLINICS OF NORTH AMERICA   40 ( 3 )   365 - +   2009.7

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    This study reports on differences in the use of minimally invasive surgery for total hip arthroplasty related to the direction of cup insertion against the operating table, intraoperative hip range of motion, stability, and a choice of cup liners for both a mini-incision posterior approach (MPA) and a mini-incision anterior approach (MAA) using Stryker Navigation&apos;s CT-Hip system. The MPA group consisted of 39 consecutive patients and the MAA group consisted of 33 consecutive patients. Clinically, there was no significant difference in the average Japanese Orthopedic Association hip score or the Oxford hip score preoperatively and at 6 months and 2 years follow-up. The intraoperative joint stability measurements showed no large difference between the two groups when malpositioning of . the cup was eliminated.

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  • Distribution of TRAP-Positive Cells and Expression of HIF-1 alpha, VEGF, and FGF-2 in the Reparative Reaction in Patients with Osteonecrosis of the Femoral Head Reviewed

    Weizhe Li, Takashi Sakai, Takashi Nishii, Nobuo Nakamura, Masaki Takao, Hideki Yoshikawa, Nobuhiko Sugano

    JOURNAL OF ORTHOPAEDIC RESEARCH   27 ( 5 )   694 - 700   2009.5

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    Osteogenesis and angiogenesis are closely associated with the reparative process in bone. In osteonecrosis of the femoral head (ONFH), although the progression of bone resorption by osteoclasts is considered to be followed by femoral head collapse, the reparative reaction remains unknown. In order to investigate the reparative reaction in patients with ONFH, the distribution of`TRAP-positive cells and expression of HIF-1 alpha, VEGF, and FGF-2 were observed in 51 hips in 42 patients. TRAP-positive cells were detected around the teres insertion and retinaculum in the early radiologic stage, and increased around the new trabecular bone throughput the reparative interface zone in the late collapsed stage. HIF-1 alpha expression was detected at the fibrosis area and the transitional area, which included the proximal area of the reparative interface zone adjacent to the necrotic zone. VEGF was expressed at the edematous area of the reparative interface zone, while FGF-2 was detected widely in the reparative interface zone and the normal zone. In the late radiologic stages, HIF-1 alpha, VEGF, and FGF-2 were not detected in the necrotic zone, and they acted in angiogenesis in the reparative interface zone, while TRAP-positive cells increased around the new bone formation in response to remodeling after the collapse. (C) 2008 Orthopaedic Research Society. Published by Wiley Periodicals Inc. J Orthop Res 27:694-700, 2009

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  • MRI-Based Surgical Simulation of Transtrochanteric Rotational Osteotomy for Femoral Head Osteonecrosis Reviewed

    Tsuyoshi Koyama, Nobuhiko Sugano, Takashi Nishii, Hidenobu Miki, Masaki Takao, Yoshinobu Sato, Hideki Yoshikawa, Shinichi Tamura

    JOURNAL OF ORTHOPAEDIC RESEARCH   27 ( 4 )   447 - 451   2009.4

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    Transtrochantericrotation at osteotomy (TRO) is on e of the joint-preserving Surgical treatments for osteonecrosis of the femoral head (ONFH). It can prevent collapse of the femoral bead as necrotic lesions in the weight bearing portion can be moved sufficiently to a less weight-bearing portion by anterior rotation, posterior rotation, or varus angulation. Patient selection and preoperative planning are important to determine indications for TRO. It has been reported that successful TRO requires at least 34% of the weight-bearing area supported by the intact part of the femoral head. However, this ratio is difficult to preoperatively quantity according to the rotation angle using conventional two-dimensional MR images or X-rays. Therefore, we developed a method of simulating TRO using three-dimensional (3D) models reconstructed from 3D MR images and applied it to serial patients with types C1 and C2 osteonecrosis at stage 1 or 2. The simulation visualized positional changes of the necrotic lesion in the weight-bearing area and enabled quantitation of the postoperative intact ratio. Our surgical simulation is useful for evaluating the postoperative intact ratio and for determining indication for TRO as well as the optimal angle of femoral head rotation and varus angulation. (C) 2008 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 27:447-451, 2009

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  • Comparison of navigation accuracy in THA between the mini-anterior and -posterior approaches Reviewed

    Takehito Hananouchi, Masaki Takao, Takashi Nishii, Hidenobu Miki, Daiki Iwana, Hideki Yoshikawa, Nobuhiko Sugano

    INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY   5 ( 1 )   20 - 25   2009.3

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    Background The accuracy of a CT-based hip navigation might depend on surgical approaches, resulting in varying accuracy of implant alignment.
    Methods We performed primary cementless total hip arthroplasty (THA) with mini-incision surgery (MIS) to 40 well-matched patients (anterior or posterior approaches, 20 hips each), using navigation with surface registration. We investigated cup alignment using postoperative computed tomography (CT) and compared the navigation accuracy between the two approaches, i.e. the difference between intra-operative and postoperative alignments of the cup.
    Results There was no significant difference between the two approaches. The mean navigation accuracies in abduction and anteversion were 2.0 degrees (SD 1.4 degrees) and 2.7 degrees (SD 1.9 degrees), respectively, in the anterior approach, and 2.4 degrees (SD 2.0 degrees) and 2.0 degrees (SD 1.4 degrees), respectively, in the posterior approach. All cup alignments were within 100 of the target orientation.
    Conclusions This CT-based navigation for MIS-THA provides navigation accuracy without significant differences between the two approaches and with favourable alignment of the cup. Copyright (C) 2008 John Wiley & Sons, Ltd.

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  • Different magnetic resonance imaging features in two types of nontraumatic rabbit osteonecrosis models Reviewed International journal

    Masaki Takao, Nobuhiko Sugano, Takashi Nishii, Takashi Sakai, Nobuo Nakamura, Hideki Yoshikawa

    MAGNETIC RESONANCE IMAGING   27 ( 2 )   233 - 239   2009.2

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    A single injection of high-dose steroid (20 mg/kg) has been reported to induce necrotic lesions in the proximal metaphysis and diaphysis of the rabbit femur. In the rabbit osteonecrosis (ON) model induced by two-dose horse serum injections, contrast-enhanced magnetic resonance imaging (MRI) and T2*-weighted dynamic MRI have been reported to detect necrotic lesions at 3 clays after the second serum injection sensitively, The purpose of the present study was to determine whether contrast-enhanced MRI and T2*-weighted dynamic MRI could detect early development of necrotic lesions in the rabbit proximal femora after a single high-dose steroid injection and compare MRI features of the two types of nontraumatic rabbit ON models. We performed nonenhanced MRI, contrast-enhanced MRI and T2*-weighted dynamic MRI of bilateral proximal femora 3 days (10 femora), 1 week (10 femora), 3 weeks (10 femora), 6 weeks (18 femora) and 9 weeks (18 femora) after a single 20 mg/kg steroid injection. Femoral signal intensity of each T2*-weighted dynamic MRI Was measured from a 1-cm(2) region of interest in the proximal metaphysis and diaphysis. As a control, MRI was performed in untreated animals (six femora). Histologically, no necrotic lesions were observed in the proximal femora at 3 days and 1 week. Bone marrow necrosis was observed in four (40%) femora at 3 weeks, two (11.1%) femora at 6 weeks and six (33.3%) femora at 9 weeks. Bone marrow lesion completely replaced by granulation tissue was observed in one femur at 6 weeks and one femur at 9 weeks. Histologic evidence of repair tissue surrounding bone marrow necrosis was seen after 6 weeks. Average lesion area including repair tissue was 4.40 mm(2) (range, 0.32 to 20.2 mm(2)). At 9 weeks, contrast-enhanced MRI could detect four (66.7%) femora with bone marrow necrosis of more than 4 mm(2) in the lesion area, while T2*-weighted dynamic images showed a finding of complete ischemia in only one of these four femora. In conclusion. neither contrast-enhanced MRI nor T2*-weighted dynamic MRI Could detect early development of necrotic lesions in the single-dose steroid ON model. These results indicated that development of necrotic lesions in the single-dose steroid ON model was not accompanied by as diffuse it femoral hemodynamic change as the two-dose horse serum ON model. (C) 2009 Elsevier Inc. All rights reserved.

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  • AutoImPlan System (Automated Implantation Planning for Total Hip Arthoplasty)

    OTOMARU Itaru, YOKOTA Futoshi, KAGIYAMA Yoshiyuki, TAKAO Masaki, NAKAMOTO Masahiko, SUGANO Nobuhiko, SATO Yoshinobu, YOSHIKAWA Hideki, TADA Yukio

    Proceedings of The 1st Japan-Australia-China Forum on Health Science and Bioengineering, International Cooperation in Medicine and Health Care in the 21st Century   pp. 127-132   2009.1

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  • Automated Segmentation of the Femur and Pelvis from 3D CT Data of Diseased Hip Using Hierarchical Statistical Shape Model of Joint Structure Reviewed

    Futoshi Yokota, Toshiyuki Okada, Masaki Takao, Nobuhiko Sugano, Yukio Tada, Yoshinobu Sato

    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT II, PROCEEDINGS   5762   811 - +   2009

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    Segmentation of the femur and pelvis from 3D data is prerequisite of patient specific planning and simulation for hip surgery. Separation of the femoral head and acetabulum is one of main difficulties in the diseased hip joint due to deformed shapes and extreme narrowness of the joint space. In this paper, we develop a hierarchical multi-object statistical shape model representing joint structure for automated segmentation of the diseased hip from 3D CT images. In order to represent shape variations as well as pose variations of the femur against the pelvis, both shape and pose variations are embedded in a combined pelvis and femur statistical shape model (SSM). Further, the whole combined SSM is divided into individual pelvis and femur SSMs and a partial combined SSM only including the acetabulum and proximal femur. The partial combined SSM maintains the consistency of the two bones by imposing the constraint that the shapes of the overlapped portions of the individual and partial combined SSMs are identical. The experimental results show that segmentation and separation accuracy of the femur and pelvis was improved using the proposed method compared with independent use of the pelvis and femur SSMs.

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  • MR imaging in patients with hip osteoarthritis: Clinical relevance of prognosis for progression of osteoarthritis and efficacy of osteotomy surgery

    Nishii Takashi, Sakai Takashi, Takao Masaki, Yoshikawa Hideki, Sugano Nobuhiko

    Clinical Rheumatology and Related Research   21 ( 4 )   354 - 357   2009

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  • CTbased Automated Preoperative Planning of Acetabular Cup Size and Position Using Pelvis-Cup Integrated Statistical Shape Model Reviewed

    OTOMARU Itaru, KOBAYASHI Kazuto, OKADA Toshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, SATO Yoshinobu

    Computer Assisted Orthopaedic Surgery, Proceedings of 9th Annual Meeting of CAOS-International   pp. 185-188   185 - 188   2009

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  • Expertise Modeling for Automated Planning of Acetabular Cup in Total Hip Arthroplasty Using Combined Bone and Implant Statistical Atlases Reviewed

    Itaru Otomaru, Kazuto Kobayashi, Toshiyuki Okada, Masahiko Nakamoto, Yoshiyuki Kagiyama, Masaki Takao, Nobuhiko Sugano, Yukio Tada, Yoshinobu Sato

    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT I, PROCEEDINGS   5761   532 - +   2009

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    Intraoperative robotic and computer-guided assistances are now commonly used in total hip arthroplasty (THA) for accurate execution of the preoperative plan. Although the preoperative plan to be accurately executed is critical, it is still interactively prepared in a time-consuming and subjective manner. In this paper, atlas-based approach to automated surgical planning of the acetabular cup in THA is described to stabilize its quality as well as reduce its time-consuming nature. Surgeon's expertise is embedded in two types of statistical atlases, which are constructed from training datasets of CT-based 3D plans prepared by experienced surgeons. One is a statistical shape model which encodes global spatial relationships between the patient anatomy and implant. The other is the statistical map of residual bone thickness on the implant surface, which encodes local spatial constraints of the anatomy and implant. Given the 3D pelvis shape of the patient, we formulate a procedure to determine the best size and position of the acetabular cup which satisfy the constraints derived from the two statistical atlases. We validated the proposed planning method by retrospective study using the datasets which were actually used in the THA surgery.

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  • Histological characteristics of rapidly destructive coxopathy: A case-control study Reviewed

    Takashi Sakai, Nobuhiku Sugano, Takashi Nishii, Nobuo Nakamura, Masaki Takao, Daiki Iwana, Makoto Kitada, Hideki Yoshikawa

    ARTHRITIS AND RHEUMATISM   58 ( 9 )   S482 - S482   2008.9

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  • X線透視画像を用いた人工股関節全置換術後の生体内三次元動態解析

    坂井 孝司, 渡邉 哲, 菅本 一臣, 山崎 隆治, 玉城 雅史, 二井 数馬, 菅野 伸彦, 西井 孝, 高尾 正樹, 吉川 秀樹

    日本整形外科学会雑誌   82 ( 8 )   S1114 - S1114   2008.8

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  • Construction of a Statistical Surgical Plan Atlas for Automated 3D Planning of Femoral Component in Total Hip Arthroplasty Reviewed

    Masahiko Nakamoto, Itaru Otomaru, Masaki Takao, Nobuhiko Sugano, Yoshiyuki Kagiyama, Hideki Yoshika, Yukio Tada, Yoshinobu Sato

    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2008, PT II, PROCEEDINGS   5242   718 - 725   2008

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    The problem of automating preoperative planning of the femoral component (stem) for total hip arthroplasty (THA) is addressed. In our previous method, time-consuming trial-and-error processes were involved in parameter tuning of the objective function. This problem prevents application in different stem systems. To overcome this problem, a statistical surgical plan atlas (SSPA) is constructed form training datasets of stem planning. The SSPA represents the average and variance of the distance distribution on the stem surface to the femoral canal surface. That is, it encodes the distribution of the degree of contact preferred by the surgeon. Automated planning is performed by minimizing the squared difference between distributions of the SSPA and planning solution. The proposed method involves no parameter tuning to define the objective function that evaluates differences from the planning the surgeon prefers. Experimental evaluations showed that the proposed method renders parameter tuning unnecessary while it still provides comparable accuracy to the precious method.

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  • Automated Preoperative Planning of Femoral Component for Total Hip Arthroplasty (THA) from 3D CT Images Reviewed

    Itaru Otomaru, Masahiko Nakamoto, Masaki Takao, Nobuhiko Sugano, Yoshiyuki Kagiyama, Hideki Yoshikawa, Yukio Tada, Yoshinobu Sato

    Journal of Biomechanical Science and Engineering   3 ( 4 )   478 - 489   2008

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    The present paper describes a method for 3-dimensional (3D) automated preoperative planning of the femoral component (stem) in total hip arthroplasty (THA). Stem planning is formulated as a problem to determine the optimal parameters of position, rotation, and stem size, based on 3D surface models of host bone reconstructed from CT images, which includes the femur and femoral canal. An objective function that represents the fitness between the femoral canal and stem surfaces is defined. We also defined positional and rotational constraints derived from previous studies on femoral anatomy. Maximization is performed by the Powell method using initial values equally sampled within the possible solution space. We obtained parameters that maximize the objective function by exhaustive adjustment of the parameters. We applied the proposed method to 17 cases, and the proposed method was experimentally evaluated according to differences between planning results of the automated system and those of an experienced surgeon. Preoperative planning was also performed by a surgeon to evaluate performance of the automated system. The difference in stem size was less than 1 size in all cases, and the surgeon agreed with the planning results of the proposed method in 14 cases. In those 14 cases, mean errors of position and orientation were 3.2 mm and 4.6 deg., respectively. The proposed method thus appears applicable in preoperative planning of the stem. © 2008, The Japan Society of Mechanical Engineers. All rights reserved.

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  • Automated preoperative planning of femoral component for total hip arthroplasty (THA) from 3D CT images Reviewed

    Itaru Otomaru, Masahiko Nakamoto, Masaki Takao, Nobuhiko Sugano, Yoshiyuki Kagiyama, Hideki Yoshikawa, Yukio Tada, Yoshinobu Sato

    MEDICAL IMAGING AND AUGMENTED REALITY, PROCEEDINGS   5128   40 - +   2008

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    This paper describes a method for 3D automated preoperative planning of the femoral stern in total hip arthroplasty (THA). The stein planning is formulated as a problem to determine the optimal position, rotation, and size, on the 3D surface model of femur reconstructed from CT images. We obtain the parameters that maximize the fitness between the femoral canal and stein surfaces subject to the positional and rotational constraints. The maximization is performed by local optimization from multiple initial positions. The proposed method was experimental, evaluated by the difference from planning results of an experienced surgeon in 7 cases. The average positional and rotational differences were 1.9 mm and 2.5 deg. respectively, and there was size difference only in 1 case for the proposed method while these differences were 2.8 mm, 5.0 deg, and 5 cases for an existing method. The proposed method showed better performance than the existing method.

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  • Evaluation Using Isotropic High-resolutional CT Arthrography with Sequential Radial Reformation Reviewed

    Nishii T, Tanaka H, Sugano N, Miki H, Takao M, Yoshikawa H

    Osteoarthritis and Cartilage   15 ( 3 )   251 - 257   2007.3

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  • Five-year results of metal-on-metal resurfacing arthroplasty in Asian patients Reviewed

    Takashi Nishii, Nobuhiko Sugano, Hidenobu Miki, Masaki Takao, Tsuyoshi Koyama, Hideki Yoshikawa

    JOURNAL OF ARTHROPLASTY   22 ( 2 )   176 - 183   2007.2

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    Clinical results of 50 metal-on-metal resurfacing arthroplasties in 45 Japanese patients were evaluated to a minimum follow-up of 5 years. The predominant diagnosis was developmental dysplasia or dislocation of the hip (70%). One patient died of an unrelated cause and another was lost to follow-up. Two hips received revision surgery, including 1 femoral neck fracture and 1 septic loosening. In the remaining 46 hips, 1 hip showed femoral component loosening. Clinical scores of the 46 hips were satisfactory at the final follow-up. The survival rate at 5 years was 96% when failure was attributed to revision for any reason. Metal-on-metal resurfacing arthroplasty in Japanese patients, who have a different distribution of hip diseases from European and American patients, showed similarly promising early clinical results.

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  • 0903 A System for Reconstruction of 3D Bone Shape from CT Images in Automated Preoperative Planning for Total Hip Arthroplasty : Evaluation of Femur Segmentation from the Viewpoint of the Automated Planning

    YOKOTA Futoshi, SHIMADA Ryuji, OKADA Toshiyuki, KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, SATO Yoshinobu, YOSHI Hideki, TADA Yukio

    The proceedings of the JSME annual meeting   2007   5 - 6   2007

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    We have been developed automated preoperative planning system for total hip arthroplasty. One problem in preprocessing of input data is to reconstruct segmented bone models, as most part of the process depend on manual operation and take amount of time. In this paper, we describe the evaluation semi-automated segmentation method of the femur from 3D CT images using multi-level statistical shape model in this system. We evaluated this method by measuring motion of hip joint and comparing manual segmentation. We applied this method to 5 cases, and confirmed max error is 3 degree. This result showed an effectiveness of propose method.

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  • Spontaneous regression of steroid-related osteonecrosis of the knee Reviewed International journal

    Masaki Takao, Nobuhiko Sugano, Takashi Nishii, Hidenobu Miki, Hideki Yoshikawa

    CLINICAL ORTHOPAEDICS AND RELATED RESEARCH   452 ( 452 )   210 - 215   2006.11

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    It is unknown whether lesions of steroid-related osteonecrosis of the knee increase or decrease in size during the course of the disease after diagnosis. We sought to determine whether steroid-related osteonecrosis of the knee would have spontaneous changes in size, and if so, the factors affecting the change. We performed baseline and followup (minimum of 1 year) magnetic resonance imaging scans on 30 knees of 17 patients. We then used image registration techniques to match two sets of images. Lesion size change was evaluated on all contiguous pairs of matched magnetic resonance images. Fourteen Stage 1 (preradiographic stage) knees in seven patients showed spontaneous incomplete regression without subsequent collapse. These patients had early steroid-related lesions detected within 3 years after starting steroid treatment and all showed bilateral and multifocal involvement; lesion regression occurred regardless of location. The initial size and location of the lesions and discontinuing steroid administration did not seem to affect regression. Regression can occur in some patients with early steroid-related osteonecrosis of the knee, and the time between initiation of steroid treatment and its diagnosis might be the most significant predictive factor.

    DOI: 10.1097/01.blo.0000229278.51323.08

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  • Longitudinal quantitative evaluation of lesion size change in femoral head osteonecrosis using three-dimensional magnetic resonance imaging and image registration Reviewed International journal

    M Takao, N Sugano, T Nishii, H Miki, Y Sato, S Tamura, H Yoshikawa

    JOURNAL OF ORTHOPAEDIC RESEARCH   24 ( 6 )   1231 - 1239   2006.6

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    It remains controversial whether some lesions of femoral head osteonecrosis regress during the natural course of the disease. With image registration, accurately matched image sets of the same subject can be acquired at different times. We applied image registration to evaluate lesion size change and assessed accuracy and usefulness compared to volume measurements and a conventional method. We also investigated whether lesions regress with this technique and with volume measurements. Baseline and 1 year minimum follow-up scans were conducted on 25 patients (31 hips) without radiological evidence of collapse. A three-dimensional (3D) spoiled gradient recalled echo sequence was used in the coronal direction (slice thickness = 2 mm; slice pitch = 1 mm). Size change was evaluated on all contiguous pairs of matched images after image registration. As a conventional method, coronal images (slice thickness = 5 mm) were reconstructed, and size change was evaluated on the five representative coronal slices. Evaluation with the conventional method identified eight lesions with apparent reduction; assessments using image registration and volume measurements identified three lesions, all within a year of initial steroid treatment and remaining at ARCO stage I at follow up. Evaluation of lesion size change using image registration was comparable to volume measurements. Inaccurate estimation of lesion size change due to mismatching of slice planes can be excluded. We demonstrated that some early lesions detected less than a year after initial steroid treatment can show size reduction with image registration as well as with volume measurements. (c) 2006 Orthopaedic Research Society. Published by Wiley Periodicals, Inc.

    DOI: 10.1002/jor.20134

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  • Automated planning of multi-component implants for THA using multiple criteria including limb length and range of motion Reviewed

    Y. Kagiyama, M. Takao, M. Nakamoto, Y. Sato, N. Sugano, H. Yoshikawa, K. Akazawa, S. Tamura, Y. Tada

    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY   1   232 - 235   2006.6

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    Our purpose is to develop an automated preoperative planning system of total hip arthroplasty based on the anatomical compatibility of each components and reconstructed joint function such as limb length discrepancy and range of motion (ROM) using 3D-CT data In this paper, assuming that the planning of the femoral components had been already determined, an automated method to determine the size and position of the acetabular component and the neck length is described, which simultaneously optimize the anatomical compatibility of the acetabular component including fixation stability and conformity criteria, limb length, and ROM. We applied this method to four sets of preoperative CT data of dysplastic hips. In three of the four cases, automated system succeeded, but in one case it failed because of the existence of large anterior osteophytes. In this pilot study, we confirmed that the newly developed method to optimize implant stability, limb length, and ROM is applicable to dysplastic hips.

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  • Automated Preoperative Planning System of Total Hip Arthroplasty Using Anatomical Femoral Components Reviewed

    TAKAO Masaki, OTOMARU Itaru, NAKAMOTO Masahiko, KAGIYAMA Yoshiyuki, SATO Yoshinobu, SUGANO Nobuhiko, YOSHIKAWA Hideki, AKAZAWA Kenzo, TAMURA Shinichi, TADA Yukio

    International Journal of Computer Assisted Radiology and Surgery   Volume 1, Supplement 1, p. 490   2006.6

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    DOI: 10.1007/s11548-006-0034-8

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  • Effect of optical localizer grade on accuracy of surface registration with CT-based hip navigation system Reviewed

    T. Hananouchi, N. Sugano, T. Nishii, H. Miki, T. Koyama, M. Takao, H. Yoshikawa

    International Journal of Computer Assisted Radiology and Surgery   1 ( 7 )   491 - 492   2006

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer Verlag  

    DOI: 10.1007/s11548-006-0034-8

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  • MRI-based surgical simulation of transtrochanteric rotational osteotomy for femoral head osteonecrosis Reviewed

    T. Koyama, N. Sugano, T. Nishii, H. Miki, M. Takao, Y. Sato, H. Yoshikawa, S. Tamura

    International Journal of Computer Assisted Radiology and Surgery   1 ( 7 )   489 - 490   2006

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    DOI: 10.1007/s11548-006-0034-8

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  • Application of 3D-MR image registration to monitor diseases around the knee joint Reviewed International journal

    M Takao, N Sugano, T Nishii, H Miki, T Koyama, J Masumoto, Y Sato, S Tamura, H Yoshikawa

    JOURNAL OF MAGNETIC RESONANCE IMAGING   22 ( 5 )   656 - 660   2005.11

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    Purpose: To estimate the accuracy and consistency of a method using a voxel-based MR image registration algorithm for precise monitoring of knee joint diseases.
    Materials and Methods: Rigid body transformation was calculated using a normalized cross-correlation (NCC) algorithm involving simple manual segmentation of the bone region based on its anatomical features. The accuracy of registration was evaluated using four phantoms, followed by a consistency test using MR data from the 11 patients with knee joint disease.
    Results: The registration accuracy in the phantom experiment was 0.49 +/- 0.19 mm (SD) for the femur and 0.56 +/- 0.21 mm (SD) for the tibia. The consistency value in the experiment using clinical data was 0.69 +/- 0.25 mm (SD) for the femur and 0.77 +/- 0.37 mm (SD) for the tibia. These values were all smaller than a voxel (1.25 x 1.25 x 1.5 mm).
    Conclusion: The present method based on an NCC algorithm can be used to register serial MR images of the knee joint with error on the order of a subvoxel. This method would be useful for precisely assessing therapeutic response and monitoring knee joint diseases; normalized cross-correlation; accuracy.

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  • Application of three-dimensional magnetic resonance image registration for monitoring hip joint diseases Reviewed International journal

    M Takao, N Sugano, T Nishii, H Tanaka, J Masumoto, H Miki, Y Sato, S Tamura, H Yoshikawa

    MAGNETIC RESONANCE IMAGING   23 ( 5 )   665 - 670   2005.6

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    The purpose of this study was to estimate the accuracy of a method in which three-dimensional (3D) magnetic resonance (MR) volume registration is used for monitoring hip joint disease. Data were analyzed using a normalized cross-correlation (NCC) algorithm involving a user-selected 3D box including the proximal femur. Most of the femoral head was not included in the 3D box because it can become deformed during the course of disease. The accuracy of registration around the femoral head was evaluated using five phantoms and clinical MR data of 17 patients with hip joint disease. In the phantom experiment, registration accuracy was evaluated using four fiducial markers attached to the femoral head. In the experiment using clinical data, registration accuracy was evaluated using a landmark in the femoral head. The registration accuracy in the phantom and clinical experiment was 0.43 +/- 0.18 mm (S.D.) and 1.12 +/- 0.46 mm (S.D.), respectively. The former is a value less than half the minimum dimension of a voxel (1.25 x 1.25 x 1.0 mm). Although the latter is slightly larger than the minimum dimension of a voxel, actual errors would be smaller because of the uncertainty in landmark localization. In conclusion, the present method based on an NCC algorithm can be used to accurately register serial MR images of the femoral heads with an error on the order of a voxel. We believe that this method is sufficiently accurate for monitoring hip joint diseases. (c) 2005 Elsevier Inc. All rights reserved.

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  • Influence of component positions on dislocation - Computed tomographic evaluations in a consecutive series of total hip arthroplasty Reviewed

    T Nishii, N Sugano, H Miki, T Koyama, M Takao, H Yoshikawa

    JOURNAL OF ARTHROPLASTY   19 ( 2 )   162 - 166   2004.2

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    Component positions in a consecutive series of total hip arthroplasty through a posterolateral approach without capsular and external rotator repair, using the same prosthesis type, head size, and liner, were evaluated using computed tomography, and correlation with occurrence of postoperative dislocation was assessed. The 9 hips with posterior dislocation had significantly lower cup anteversion than the 181 hips without dislocation. Seven (78%) of the 9 hips with posterior dislocation had cup anteversion &lt;20degrees, irrespective of stem anteversion. These findings suggest that among variables of component positions, cup anteversion is one of the important factors for risk of dislocation, and that intentionally placing the cup at low anteversion to compensate for high femoral neck anteversion may predisposes the hip to postoperative dislocation. (C) 2004 Elsevier Inc. All rights reserved.

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  • Host bone coverage requirements for press-fit acetabular cup fixation. 3D-CT analysis Reviewed

    M Takao, N Sugano, T Nishii, H Miki, T Koyama, H Yoshikawa

    CARS 2004: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS   1268   1299 - 1299   2004

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    DOI: 10.1016/j.ics.2004.03.016

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  • 脱臼性股関節症に対する転子下短縮骨切り併用人工股関節全置換術の治療成績 Reviewed

    高尾 正樹, 菅野 伸彦, 西井 孝, 三木 秀宣, 小山 毅, 吉川 秀樹, 安藤 渉, 李 勝博, 大園 健二, 中村 宣雄

    日本人工関節学会誌   33   147 - 148   2003.12

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  • 【股関節外科】変形性股関節症 急速破壊型股関節症 Reviewed

    大園 健二, 李 勝博, 高尾 正樹, 安藤 渉, 菅野 伸彦, 西井 孝

    NEW MOOK 整形外科   ( 13 )   141 - 148   2003.4

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  • Accuracy of 3D-MR image registration to evaluate lesion size change in the femoral head osteonecrosis Reviewed

    M Takao, N Sugano, T Nishii, J Masumoto, H Miki, Y Sato, S Tamura, H Yoshikawa

    CARS 2003: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS   1256   1320 - 1320   2003

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    DOI: 10.1016/S0531-5131(03)00318-2

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  • 【リウマチ性疾患に伴う骨壊死の病態と治療】膠原病におけるステロイド性大腿骨頭壊死症発生の危険因子 Reviewed

    大園 健二, 李 勝博, 安藤 渉, 高尾 正樹, 菅野 伸彦, 西井 孝, 廣田 良夫

    リウマチ科   27 ( 2 )   114 - 117   2002.2

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    厚生省研究参加14施設でSLEと確定診断後,特発性大腿骨頭壊死症(ON)と診断された49例とONなしと判定された69例を対象に検討した.検出された有意な危険因子は,SLE初発症状ではRaynaud現象,発熱で,SLE合併症ではループス腎炎,心外膜炎,高血圧,精神神経症状,腎機能障害であった.ステロイド投与で明らかなリスク上昇を認めたのは1日平均投与量で,16.6mg以上で著明なリスク上昇を認めた.パルス療法は1回のみの場合はリスクの上昇をみたが,2回では有意な上昇は認められなかった.ON発生にはSLE自体の病態とステロイド投与法の両者が関与していた

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  • Is a bone scintigraphy useful for detection of multiple osteonecrosis?

    SAKAI Takashi

    The Central Japan Journal of Orthopaedic Surgery & Traumatology   43 ( 2 )   401 - 402   2000

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    DOI: 10.11359/chubu.2000.401

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  • Magnetic resonance imaging for osteonecrosis of the femoral head

    SAKAI Takashi

    The Central Japan Journal of Orthopaedic Surgery & Traumatology   42 ( 3 )   593 - 594   1999

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    DOI: 10.11359/chubu.1999.593

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  • Osteonecrosis of the femoral head after renal transplantation-A sex- and age-matched cohort study between the patients who were given FK506 and those who received cyclosporin A.:—A sex- and age-matched cohort study between the patients who were given FK506 and those who received cyclosporin A—

    SAKAI Takashi

    The Central Japan Journal of Orthopaedic Surgery & Traumatology   42 ( 5 )   1287 - 1288   1999

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    DOI: 10.11359/chubu.1999.1287

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MISC

  • AIを用いた股関節CT画像とX線画像の解析と応用

    上村圭亮, 谷懿, 大竹義人, MAZEN Soufi, 前裕和, 高嶋和磨, 濱田英敏, 高尾正樹, 佐藤嘉伸, 菅野伸彦, 岡田誠司

    日本整形外科学会雑誌   98 ( 3 )   2024

  • 変形性膝関節症における下肢筋肉の変性がTKA術後成績に及ぼす影響-深層学習モデルを用いた検討-

    河野康平, 木下智文, 津田貴史, 渡森一光, 忽那辰彦, 高尾正樹, SOUFI Mazen, 大竹義人, 佐藤嘉伸

    中部日本整形外科災害外科学会雑誌   67   2024

  • 人工股関節全置換術を対象とした自動骨セグメンテーションモジュールを含む手術計画アトラスベースの全体計画自動立案システムの開発

    原大悟, 鍵山善之, 井上峻, 廣瀬心壱, 矢島風雅, 大竹義人, 上村圭亮, 高尾正樹, 菅野伸彦, 佐藤嘉伸

    日本生体医工学会大会プログラム・抄録集(Web)   63rd   2024

  • 変形性膝関節症における下肢筋肉がTKA術後成績に及ぼす影響-深層学習モデルを用いた検討-

    河野康平, 木下智文, 津田貴史, 渡森一光, 忽那辰彦, 日野和典, 崇風まあぜん, 大竹義人, 佐藤嘉伸, 高尾正樹

    日本整形外科学会雑誌   98 ( 2 )   2024

  • Development of Automated Surgical Planning Atlas-Based Overall Planning System Including Automated Bone Segmentation Module for Total Hip Arthroplasty

    原大悟, 鍵山善之, 井上峻, 廣瀬心壱, 矢島風雅, 大竹義人, 上村圭亮, 高尾正樹, 菅野伸彦, 佐藤嘉伸

    日本生体医工学会大会プログラム・抄録集(Web)   63rd   2024

  • Current status and future perspective of personalized musculoskeletal modeling using artificial intelligence

    高尾正樹, 木下智文, 河野康平, 西村亮祐, 酒井真一郎, 忽那辰彦, 間島直彦, 上村圭亮, 大竹義人, MAZEN Soufi, GU Yi, 佐藤嘉伸

    愛媛医学   42 ( 4 )   2023

  • AIを用いた股関節CT画像,X線画像からの筋骨格計測

    上村圭亮, 谷懿, スーフィー マーゼン, 高嶋和磨, 濱田英敏, 大竹義人, 高尾正樹, 佐藤嘉伸, 岡田誠司, 菅野伸彦

    日本股関節学会学術集会プログラム・抄録集   50th   2023

  • Effect of Lower Extremity Muscles on Postoperative Outcome of TKA in Knee Osteoarthritis-A Study Using a Deep Learning Model-

    河野康平, 木下智文, 津田貴史, 渡森一光, 忽那辰彦, 日野和典, 大竹義人, SOUFI Mazen, 佐藤嘉伸, 高尾正樹

    日本コンピュータ外科学会誌(Web)   25 ( 3 )   2023

  • AI-Based Estimation of Limb Muscle Mass from Pelvic X-ray Images

    西村亮祐, GU Yi, 大竹義人, 上村圭亮, SOUFI Mazen, 河野康平, 酒井真一郎, 忽那辰彦, 間島直彦, 菅野伸彦, 佐藤嘉伸, 高尾正樹

    日本コンピュータ外科学会誌(Web)   25 ( 3 )   2023

  • 股関節X線画像から大腿骨近位部の骨密度測定-多施設共同研究-

    上村圭亮, 谷懿, 大竹義人, 今釜崇, 高尾正樹, 坂井孝司, 岡田誠司, 佐藤嘉伸, 菅野伸彦

    日本骨粗鬆症学会雑誌   9 ( Suppl.1 (CD-ROM) )   2023

  • Clinical application of artificial intelligence technology to joint surgery

    高尾正樹, 大竹義人, 酒井真一郎, 河野康平, 上村圭亮, 岩佐諦, MAZEN Soufi, 佐藤嘉伸, 岡田誠司, 菅野伸彦

    日本整形外科学会雑誌   97 ( 12 )   2023

  • Patient-specific musculoskeletal simulation using an elastic volume simulator VIPER and medical image-based modeling

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    電子情報通信学会技術研究報告(Web)   121 ( 347(MI2021 42-89) )   2022

  • 大腰筋腱の寛骨臼と大腿骨頭付近での滑動部位-大口径MRIを用いた動態解析

    江浪秀明, 高尾正樹, 福田紀生, 梅原潤, 近田彰治, 平島雅也, 上村圭亮, 濱田英敏, 安藤渉, 菅野伸彦

    日本人工関節学会プログラム・抄録集   52nd (Web)   2022

  • 特発性大腿骨頭壊死症の医療水準及び患者QOL向上に資する大規模多施設研究 定点モニタリングシステムによる特発性大腿骨頭壊死症の記述疫学-2020年11月~2021年10月に報告された新患症例・手術症例の集計結果-

    福島若葉, 安藤渉, 菅野伸彦, 濱田英敏, 高尾正樹, 伊藤浩, 間島直彦, 加来信広, 大田陽一, 鉄永智紀, 加畑多文, 市堰徹, 兼氏歩, 本村悟朗, 中島康晴, 久保俊一, 上島圭一郎, 上島圭一郎, 林申也, 三木秀宣, 馬渡正明, 名越智, 渡邉実, 小林千益, 中村順一, 田中健之, 田中栄, 宍戸孝明, 山本謙吾, 宮武和正, 神野哲也, 尾崎誠, 関泰輔, 山本祐司, 庄司剛士, 山本卓明, 高橋大介, 須藤啓広, 帖佐悦男, 伊藤重治, 高木理彰, 今釜崇, 坂井孝司, 稲葉裕, 仲宗根哲, 小川剛, 大川孝浩, 安永裕司, 伊藤一弥

    特発性大腿骨頭壊死症の医療水準及び患者のQOL向上に資する大規模多施設研究 令和3年度 総括研究報告書(Web)   2022

  • Debate 若年者Stage 3A大腿骨頭壊死患者への人工股関節置換術 BHA vs. THA

    山本 卓明, 加来 信広, 高尾 正樹

    臨床整形外科   56 ( 8 )   1081 - 1086   2021.8

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  • 炭素繊維強化PEEK樹脂複合材を用いた大腿骨近位部固定ネイルの臨床的耐久性

    高嶋 和磨, 中原 一郎, 上村 圭亮, 濱田 英敏, 安藤 渉, 高尾 正樹, 三木 秀宣, 菅野 伸彦

    Hip Joint   47 ( 1 )   459 - 462   2021.8

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  • 炭素繊維強化ポリエーテルエーテルケトン(CFR/PEEK)複合材に対するSi3N4表面処理による骨固着性の評価

    江浪 秀明, 安藤 渉, 上畠 聡志, 中原 一郎, 濱田 英敏, 高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 8 )   S1782 - S1782   2021.8

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  • 炭素繊維強化PEEK樹脂複合材を用いた大腿骨近位部固定ネイルのX線CT診断特性

    高嶋 和磨, 中原 一郎, 上村 圭亮, 濱田 英敏, 安藤 渉, 高尾 正樹, 三木 秀宣, 菅野 伸彦

    Hip Joint   47 ( 1 )   455 - 458   2021.8

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  • ロボティクスとナビゲーション

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏, 上村 圭亮

    日本整形外科学会雑誌   95 ( 8 )   S1443 - S1443   2021.8

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  • 徐放機能を有するcarbon fiber reinforced polymer(CFRP)インプラントからのバンコマイシン拡散動態の検証

    上畠 聡志, 安藤 渉, 江浪 秀明, 中原 一郎, 濱田 英敏, 高尾 正樹, 上村 圭亮, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 8 )   S1782 - S1782   2021.8

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  • 臨床用CT・MRI・X線投影像を用いた筋骨格形状解析とその応用

    大竹 義人, 高尾 正樹, 上村 圭亮, スーフィ・マーゼン, 菅野 伸彦, 佐藤 嘉伸

    日本骨形態計測学会雑誌   31 ( 2 )   S84 - S84   2021.6

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  • 【骨盤骨折治療Update:基礎から応用まで】骨盤輪損傷(高エネルギー損傷) 骨盤輪損傷,寛骨臼骨折に対する経皮的スクリュー固定

    高尾 正樹, 濱田 英敏, 安藤 渉, 菅野 伸彦

    関節外科   40 ( 4 )   424 - 434   2021.4

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  • 地方辺縁医療過疎地域で求められる急性期外科診療確保のための医療資源分散化

    森脇 義弘, 高尾 聡, 奥田 淳三, 大谷 順, 永瀬 正樹

    Japanese Journal of Acute Care Surgery   10 ( 2 )   78 - 78   2021.4

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  • 大腸癌の予後不良マーカーであるスプライシング関連遺伝子PRKR interacting protein 1(PRKRIP1)発現の臨床的意義

    大里 祐樹, 増田 隆明, 小林 雄太, 高尾 誠一郎, 大津 甫, 武石 一樹, 米村 祐輔, 水島 恒和, 森 正樹, 江口 英利, 土岐 祐一郎, 三森 功士

    日本外科学会定期学術集会抄録集   121回   PS - 7   2021.4

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  • 股関節屈曲拘縮の評価

    上畠 聡志, 安藤 渉, 高尾 正樹, 濱田 英敏, 谷 哲郎, 岩佐 諦, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 3 )   S966 - S966   2021.3

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  • ここまで来た整形外科領域のAI 股関節外科領域のAI活用

    高尾 正樹, 大竹 義人, 岩佐 諦, 上村 圭亮, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 2 )   S7 - S7   2021.3

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  • 炭素繊維強化ポリエーテルエーテルケトン(CFRP)複合材に対するSi3N4表面処理による骨固着性の評価

    江浪 秀明, 安藤 渉, 上畠 聡志, 中原 一郎, 濱田 英敏, 高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 2 )   S127 - S127   2021.3

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  • 特発性大腿骨頭壊死症に対する骨シンチグラムとSPECT/CTの比較

    安藤 渉, 高尾 正樹, 濱田 英敏, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 2 )   S432 - S432   2021.3

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  • 人工股関節置換術-過去・現在・未来- ロボティクス人工股関節手術支援技術の将来

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏, 上村 圭亮

    日本整形外科学会雑誌   95 ( 2 )   S243 - S243   2021.3

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  • 臥位・立位・坐位骨盤傾斜の20年経時的変化

    濱田 英敏, 高尾 正樹, 安藤 渉, 上村 圭亮, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 2 )   S425 - S425   2021.3

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  • 特発性大腿骨頭壊死症の危険因子の新たな知見 飲酒と喫煙は生物学的交互作用を示す

    谷 哲郎, 安藤 渉, 濱田 英俊, 高尾 正樹, 福島 若葉, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   64 ( 春季学会 )   196 - 196   2021.3

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  • 特発性大腿骨頭壊死症発症の関連因子の検討 飲酒と喫煙は同等の関連があり大腿骨頭壊死症発症に相加効果を示す

    谷 哲郎, 安藤 渉, 濱田 英敏, 高尾 正樹, 福島 若葉, 菅野 伸彦

    日本整形外科学会雑誌   95 ( 2 )   S433 - S433   2021.3

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  • LC/MSによる漢方処方エキスの確認試験への応用 抑肝散エキス

    中村 理恵, 及川 直毅, 豊嶋 貴弘, 高尾 正樹, 濱口 隆, 諸田 隆

    生薬学雑誌   75 ( 1 )   25 - 40   2021.2

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    ブクリョウを含む日局収載の漢方処方エキスである「抑肝散エキス」を対象に、LC/MSを用いた確認試験法について検討した。ソウジュツ配合抑肝散およびビャクジュツ配合抑肝散において日局薄層クロマトグラフィーの確認試験でそれぞれ設定されている6成分の標準溶液を用いてsingle-スキャン法で検討した。その結果、ビャクジュツ配合抑肝散においては全6成分、ソウジュツ配合抑肝散ではソウジュツの確認成分であるatractylodinを除いた5成分において、プロトン付加分子または脱プロトン分子と合致するm/zを検出し、LC/MSのESIモードによるイオン化を確認することができた。今回開発した確認試験法は漢方処方を構成する全成分を一斉分析で検出する方法であり、生薬ごとの個別試験の必要がなく、品質管理の負荷軽減が期待できると思われた。

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  • Evaluation of Muscle Atrophy and Fatty Degeneration in Patients with Osteoarthritis Using Artificial Intelligence

    岩佐諦, 高尾正樹, 大竹義人, 高木啓至, 上村圭亮, 濱田英敏, 安藤渉, 佐藤嘉伸, 菅野伸彦

    日本コンピュータ外科学会誌   23 ( 4 (Web) )   2021

  • 特発性大腿骨頭壊死症の医療水準及び患者QOL向上に資する大規模多施設研究 定点モニタリングシステムによる特発性大腿骨頭壊死症の記述疫学-2019年11月~2020年10月に報告された新患症例・手術症例の集計結果-

    福島若葉, 伊藤一弥, 安藤渉, 菅野伸彦, 濱田英敏, 高尾正樹, 伊藤浩, 間島直彦, 加来信広, 大田陽一, 鉄永智紀, 加畑多文, 市堰徹, 兼氏歩, 中島康晴, 本村悟朗, 久保俊一, 上島圭一郎, 上島圭一郎, 林申也, 三木秀宣, 馬渡正明, 名越智, 渡邉実, 小林千益, 中村順一, 田中健之, 田中栄, 宍戸孝明, 山本謙吾, 宮武和正, 神野哲也, 尾崎誠, 関泰輔, 山本祐司, 庄司剛士, 山本卓明, 高橋大介, 須藤啓広, 帖佐悦男, 伊藤重治, 高木理彰, 今釜崇, 坂井孝司, 稲葉裕, 仲宗根哲, 小川剛, 大川孝浩, 安永裕司, 藤元祐介

    特発性大腿骨頭壊死症の医療水準及び患者のQOL向上に資する大規模多施設研究 令和2年度 総括研究報告書(Web)   2021

  • 人工臓器 最近の進歩 人工股関節の最近の進歩

    高尾 正樹

    人工臓器   49 ( 3 )   150 - 153   2020.12

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  • 立位MRI装置を用いた臥位から立位の男女別仙腸関節動態の検討

    谷 哲郎, 高尾 正樹, Mazen Soufi, 濱田 英敏, 安藤 渉, 大竹 義人, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   22 ( 4 )   300 - 300   2020.11

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  • Transdusin beta-like 2(TBL2)は肺腺癌における新規候補がん遺伝子である

    小齋 啓祐, 増田 隆明, 安東 由貴, 高尾 誠一朗, 加藤 一樹, 小林 雄太, 小池 健輔, 高橋 純一, 本村 有史, 大津 甫, 武石 一樹, 米村 祐輔, 内田 博喜, 田川 哲三, 森 正樹, 三森 功士

    日本癌学会総会記事   79回   OJ14 - 1   2020.10

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  • 大腸癌におけるスプライシング複合体構成遺伝子PRKR interacting protein 1(PRKRIP1)発現の臨床的意義

    大里 祐樹, 増田 隆明, 小齋 啓祐, 高尾 誠一朗, 小池 健輔, 高橋 純一, 小林 雄太, 本村 有史, 大津 甫, 武石 一樹, 米村 祐輔, 水島 恒和, 江口 英利, 土岐 祐一郎, 森 正樹, 三森 功士

    日本癌学会総会記事   79回   PJ4 - 5   2020.10

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  • FA経路遺伝子の一つであるFANCEは肝細胞癌診断の有望なバイオマーカーとなりうる

    高橋 純一, 増田 隆明, 北川 彰洋, 小林 雄太, 高尾 誠一朗, 本村 有史, 安東 由貴, 大津 甫, 武石 一樹, 米村 祐輔, 森 正樹, 三森 功士

    日本癌学会総会記事   79回   OJ14 - 9   2020.10

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  • ナビゲーション・ロボティクスの開発および臨床導入から見えてきた手術支援システムの未来

    高尾 正樹, 安藤 渉, 濱田 英敏, 中村 宣雄, 大竹 義人, 佐藤 嘉伸, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 8 )   S1808 - S1808   2020.9

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  • 個別化運動器科学に向けたCT画像からの下腿部・足部筋骨格の自動セグメンテーション

    スーフィー・マーゼン, 大竹 義人, 宮本 拓馬, 田中 康仁, 上村 圭亮, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   39回   35 - 35   2020.9

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  • 大規模放射線読影レポートデータベースによるBERTモデルの事前学習とそれを用いたCT画像の撮影目的の推定

    本田 修平, 大竹 義人, 高尾 正樹, 荒牧 英治, 矢田 竣太郎, 合田 憲人, 佐藤 真一, 橋本 正弘, 明石 敏昭, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   39回   56 - 56   2020.9

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  • 人工股関節全置換術に必要な機能解剖知識

    高尾 正樹

    日本関節病学会誌   39 ( 3 )   286 - 286   2020.9

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  • 骨塩定量ファントムを用い臨床用CT画像から大腿骨骨密度を自動計測するシステムの開発

    上村 圭亮, 大竹 義人, スーフィー・マーゼン, 川崎 明宙, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   39回   33 - 33   2020.9

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  • コンピュータ支援整形外科とAI

    高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 9 )   587 - 592   2020.9

  • THA術前・後における歩行時立脚後期の股関節伸展制限に関与する因子の検討

    古川 啓介, 橋田 剛一, 高木 啓至, 多田 周平, 山田 大智, 小林 瑞季, 岩佐 諦, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    大阪府理学療法学術大会学会誌   32   103 - 103   2020.8

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  • 人工股関節全置換術前後におけるしゃがみこみの困難さと下肢筋力の関連性

    多田 周平, 高木 啓至, 小林 瑞季, 古川 啓介, 岩佐 帝, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    Hip Joint   46 ( 2 )   S72 - S74   2020.8

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    片側変股症に対して初回THAを施行した31例を対象とし、術前と術後3週時および術後3ヵ月時にJHEQの「しゃがむことが困難である」の点数(しゃがみ込み点数)と、疼痛VAS、股関節屈曲ROM、股外転・伸展筋力、膝伸展筋力の測定を行い、測定時期ごとに、しゃがみ込み点数と他の測定項目と相関性について検討した。結果、術前にはしゃがみこみ点数と疼痛VASとの間に負の相関、膝伸展筋力との間に正の相関が認められ、術後3週時にはしゃがみ込み点数と膝伸展筋力との間に正の相関が認められた。術後3ヵ月時にはいずれの項目とも有意な相関は認められなかった。これらの結果から、しゃがみ込みの困難さに影響する因子は時期によって変化すると考えられた。

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  • 【THA-各種アプローチのコツとピットフォール】THAに必要な機能解剖

    高尾 正樹, 濱田 英敏, 安藤 渉, 菅野 伸彦

    整形・災害外科   63 ( 8 )   989 - 993   2020.7

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    <文献概要>股関節の関節包靱帯は腸骨大腿靱帯,恥骨大腿靱帯,坐骨大腿靱帯の3成分に分類され,腸骨大腿靱帯は外側線維と内側線維に分けられている。腸骨大腿靱帯は伸展と外旋を制動し,外側靱帯は主に外旋を,内側靱帯は伸展を制動している。恥骨大腿靱帯は外転と外旋運動を制限し,坐骨大腿靱帯は内旋を制動する。屈曲位での内旋制動の関節包靱帯の役割は複雑で,坐骨大腿靱帯が主に制動しているが,恥骨大腿靱帯や腸骨大腿靱帯もその肢位により,総合的に寄与している。通常のTHAでは,骨頭径が本来の大腿骨頭の大きさよりも小さくなるため,関節包が弛み内外旋方向の制動効果が低下する。牽引力に対する関節安定性には,輪帯を含む後方関節包が大きく寄与している。短外旋筋は,筋収縮を通じて動的に関節安定性に寄与するが,梨状筋は屈曲位では内旋筋として機能する一方,外閉鎖筋が屈曲位での外旋運動に最も機能している。

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  • 筋骨格系

    高尾 正樹

    日本コンピュータ外科学会誌   22 ( 3 )   172 - 175   2020.7

  • 【股関節領域の術前・術中支援技術 Up to date】術中手術支援 Robotic surgery

    菅野 伸彦, 安藤 渉, 高尾 正樹, 濱田 英敏

    関節外科   39 ( 6 )   617 - 623   2020.6

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    <文献概要>ロボティックアーム(robotic arm;RA)支援手術システムであるMakoシステムがわが国にも導入された。CTベースナビゲーションにRAを組み合わせたMako THAシステムは,カップ設置精度は高く,学習曲線による悪影響も極めて少ないシステムである。Mako TKAシステムは,CT画像からの解剖情報と術中gapバランスを参照した計画の最適化,RAによる正確な骨切りが特徴で,術後機能と満足度向上につながると期待される。

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  • 【多元計算解剖学の数理基礎】運動器機能解析を目指した筋骨格計算解剖モデル

    大竹 義人, 日朝 祐太, 上村 圭亮, 高尾 正樹, 田中 利恵, 真田 茂, 菅野 伸彦, 佐藤 嘉伸

    MEDICAL IMAGING TECHNOLOGY   38 ( 3 )   108 - 114   2020.5

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    新学術領域「多元計算解剖学」A01-3班:多元計算解剖学における機能情報統合の基盤技術においては,運動器機能解析を目指した筋骨格計算解剖モデルの開発を行った.本プロジェクトでは,医学・バイオメカニクス・スポーツ科学を含む,さまざまな運動器科学領域での応用を目的とし,医用画像に基づいた被験者個別の筋骨格解剖を忠実に再現したモデルを簡便かつ高精度に構築する手法を検討した.本稿では,プロジェクトの成果である1)深層学習を用いた筋骨格セグメンテーション,2)CT-MRIモダリティー変換,3)X線画像とCT画像の位置合わせによる骨格運動・姿勢推定,4)高精細遺体凍結画像と臨床画像の統合による筋線維走行推定,について紹介する.(著者抄録)

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  • 【人工関節後のスポーツ】THA後のジョギングは術後成績に影響するか?

    阿部 裕仁, 坂井 孝司, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    整形・災害外科   63 ( 6 )   769 - 772   2020.5

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    <文献概要>人工股関節全置換術(THA)後のジョギング活動についての報告は少ない。ジョギングは股関節に対する衝撃度の高いスポーツであり,歩行の1.6倍のcontact forceがかかるといわれている。一般的にはジョギングは推奨されないスポーツに分類され,ジョギングを施行しているのは通常のTHA後症例の1〜5%,表面置換型THA後症例の11〜16%程度である。その理由としては,高衝撃度がインプラントに与える影響が不明であることに起因すると考えられるが,近年のインプラントの強固な固定,耐摩耗性の向上により,許容度は向上しており,実際,短期〜中期的には問題ないとの報告が多い。一方で長期成績は不明であり,今後の検討を要する。臼蓋コンポーネントの外転角の増加は,edge loadingの増加をきたすため,ジョギングによる高衝撃度が摩耗を加速させる可能性があり,正確なインプラント設置が必要と思われる。

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  • 股関節周囲筋の筋萎縮、筋変性と筋力、QOLとの関連

    岩佐 諦, 高尾 正樹, 大竹 義人, 日朝 祐太, 濱田 英敏, 安藤 渉

    中部日本整形外科災害外科学会雑誌   63 ( 春季学会 )   202 - 202   2020.4

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  • 日本における特発性大腿骨頭壊死症の発症に地域差はあるのか 全国疫学調査と国民生活基礎調査による解析

    谷 哲郎, 安藤 渉, 濱田 英敏, 高尾 正樹, 坂井 孝司, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   63 ( 春季学会 )   137 - 137   2020.4

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  • 人工股関節の未来と問題点 人工股関節全置換術におけるさらなる良好な成績を得るための材料と工夫

    菅野 伸彦, 高尾 正樹, 安藤 渉, 濱田 英敏

    日本整形外科学会雑誌   94 ( 2 )   S388 - S388   2020.3

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  • 医療用漢方製剤の生物学的同等性試験における溶出挙動の評価 溶出試験の操作法の課題と対応提案

    太田 理恵, 猿渡 隆佳, 袴塚 高志, 飯塚 富郎, 余村 かおり, 高尾 正樹, 濱口 隆, 諸田 隆, 松本 和弘, 合田 幸広

    日本薬学会年会要旨集   140年会   26P - am252   2020.3

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  • 医療用漢方製剤の生物学的同等性試験における溶出挙動の評価 分析法の課題と対応提案

    猿渡 隆佳, 太田 理恵, 袴塚 高志, 飯塚 富郎, 余村 かおり, 高尾 正樹, 濱口 隆, 諸田 隆, 松本 和弘, 合田 幸広

    日本薬学会年会要旨集   140年会   26P - am253   2020.3

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  • 日本での大腿骨頭壊死症の地域性は喫煙の地域性と相関する

    谷 哲郎, 安藤 渉, 濱田 英敏, 高尾 正樹, 伊藤 一弥, 福島 若葉, 坂井 孝司, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 3 )   S1088 - S1088   2020.3

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  • MRI項目のみで診断された特発性大腿骨頭壊死症stage 1の経過

    安藤 渉, 坂井 孝司, 福島 若葉, 高尾 正樹, 濱田 英敏, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 3 )   S1234 - S1234   2020.3

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  • 2D/3D X-ray registration methodを用いた立位下肢長尺三次元モデルの構築

    佐藤 龍一, 高尾 正樹, 大竹 義人, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 丸毛 啓史, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 3 )   S671 - S671   2020.3

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  • 人工股関節全置換術インプラントの変遷と今後

    菅野 伸彦, 高尾 正樹, 安藤 渉

    日本整形外科学会雑誌   94 ( 2 )   S393 - S393   2020.3

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  • AIを用いた7,275例のCTデータの骨盤傾斜計測

    高尾 正樹, 大竹 義人, 日朝 祐太, 合田 憲人, 佐藤 真一, 西江 昭弘, 佐藤 嘉伸, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 3 )   S669 - S669   2020.3

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  • 炭素繊維強化PEEK樹脂複合材を用いた大腿骨近位部固定ネイルの開発 臨床試験結果

    高嶋 和磨, 中原 一郎, 濱田 英敏, 安藤 渉, 高尾 正樹, 菅野 伸彦

    日本整形外科学会雑誌   94 ( 2 )   S80 - S80   2020.3

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  • 特発性大腿骨頭壊死症の医療水準及び患者のQOL向上に関する大規模多施設研究 定点モニタリングシステムによる特発性大腿骨頭壊死症の記述疫学-2018年11月~2019年10月に報告された新患症例・手術症例の集計結果-

    福島若葉, 伊藤一弥, 安藤渉, 菅野伸彦, 濱田英敏, 高尾正樹, 伊藤浩, 間島直彦, 加来信広, 大田陽一, 鉄永智紀, 加畑多文, 市堰徹, 兼氏歩, 本村悟朗, 中島康晴, 上島圭一郎, 久保俊一, 林申也, 三木秀宣, 馬渡正明, 名越智, 中西亮介, 小林千益, 中村順一, 田中健之, 田中栄, 宍戸孝明, 山本謙吾, 宮武和正, 尾崎誠, 関泰輔, 山本祐司, 石橋恭之, 庄司剛士, 山本卓明, 高橋大介, す藤啓広, 帖佐悦男, 伊藤重治, 高木理彰, 稲葉裕, 仲宗根哲, 安井広彦, 大川孝浩, 安永裕司, 小宮節郎

    特発性大腿骨頭壊死症の医療水準及び患者のQOL向上に関する大規模多施設研究 令和元年度 総括研究報告書(Web)   2020

  • Analysis of disease classification and musculoskeletal anatomy using medical images and radiology reports in a large-scale medical image database

    本田修平, 大竹義人, 高尾正樹, 荒牧英治, 矢田竣太郎, 日朝祐太, 合田憲人, 佐藤真一, 西江昭弘, 菅野伸彦, 佐藤嘉伸

    電子情報通信学会技術研究報告   119 ( 399(MI2019 65-123)(Web) )   2020

  • THA術前・後における歩行時立脚後期の股関節伸展制限に関与する因子の検討

    古川啓介, 橋田剛一, 高木啓至, 多田周平, 山田大智, 小林瑞季, 岩佐諦, 濱田英敏, 安藤渉, 高尾正樹, 菅野伸彦

    大阪府理学療法学術大会(CD-ROM)   32nd   2020

  • CNNを用いた非剛体レジストレーションの大規模データベースによる検証 顎口腔領域・骨盤領域CTデータベースを用いた実験

    川崎 明宙, 大竹 義人, 阪本 充輝, 森谷 友香, 日朝 祐太, 井川 知子, 小川 匠, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   21 ( 4 )   222 - 222   2019.11

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  • 人工股関節全置換術手術前後CTの定量解析によるカップ・ステム設置統計モデルの構築

    槇野 大樹, 阪本 充輝, 大竹 義人, 高尾 正樹, 日朝 祐太, 中西 裕紀, 鍵山 善之, 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   21 ( 4 )   320 - 320   2019.11

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  • 立位MRIの精度検証

    谷 哲郎, 高尾 正樹, Mazen Soufi, 大竹 義人, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   21 ( 4 )   326 - 326   2019.11

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  • 深層学習を用いた骨盤領域における単純X線画像からの2D-3D再構成

    森田 道成, 日朝 祐太, 大竹 義人, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   21 ( 4 )   231 - 231   2019.11

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  • 手術用ロボット手術ユニットを用いた人工股関節全置換術後のインプラント可動域の評価座標系による違い

    中原 恵麻, 安藤 渉, 濱田 英敏, 高尾 正樹, 菅野 伸彦

    日本コンピュータ外科学会誌   21 ( 4 )   249 - 249   2019.11

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  • Artificial intelligenceを用いた変形性股関節症患者の股関節周囲筋評価

    岩佐 諦, 高尾 正樹, 大竹 義人, 日朝 祐太, 濱田 英敏, 安藤 渉, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   21 ( 4 )   224 - 225   2019.11

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  • 疾患股関節のCEAの自動計測と大規模データベースでの有用性の検討

    田中 雄基, 日朝 祐太, 大竹 義人, 高尾 正樹, 上村 圭亮, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   38回   667 - 670   2019.7

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    大規模医用画像データベースに対する病態解析の必要性が高まっている.そこで我々は変形性股関節症に着目し,大規模医用画像データベースに対する変形性股関節症の分類である一次性と二次性の自動分類を目標とする.本研究ではそのための第一歩として三次元CT画像からConvolutional Neural Network(CNN)を用いて解剖学的特徴点を特定し,臨床で用いられているCenter Edge Angle(CEA)を自動で計測する.また診療科を問わず網羅的に収集された約一万症例のCTデータベースから変形性股関節症の有病率の測定に利用できるかを検討する.(著者抄録)

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  • 疾患股関節のCEAの自動計測と大規模データベース解析への有用性の検討

    田中 雄基, 日朝 祐太, 大竹 義人, 高尾 正樹, 上村 圭亮, 菅野 伸彦, 佐藤 嘉伸

    日本医用画像工学会大会予稿集   38回   66 - 66   2019.7

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  • 大腿骨頸部骨折に対するTHA

    高尾 正樹

    骨折   41 ( Suppl. )   S93 - S93   2019.6

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  • 末期変形性股関節症患者におけるJHEQスコアおよび身体活動量と筋力の関連性

    小林瑞季, 高木啓至, 多田周平, 山田大智, 田村和則, 濱田英敏, 高尾正樹, 菅野伸彦, 坂井孝司

    Hip Joint   45 ( 2 )   2019

  • 特発性大腿骨頭壊死症の医療水準及び患者のQOL向上に関する大規模多施設研究 定点モニタリングシステムによる特発性大腿骨頭壊死症の記述疫学-2011年1月~2017年12月の確定診断例・手術例集計結果-

    伊藤一弥, 福島若葉, 菅野伸彦, 安藤渉, 高尾正樹, 濱田英敏, 坂井孝司, 伊藤浩, 間島直彦, 加来信広, 大田陽一, 鉄永智紀, 加畑多文, 兼氏歩, 市堰徹, 安井広彦, 中島康晴, 本村悟朗, 久保俊一, 上島圭一郎, 林申也, 三木秀宣, 馬渡正明, 名越智, 中西亮介, 小林千益, 中村順一, 田中栄, 田中健之, 山本謙吾, 宍戸孝明, 神野哲也, 宮武和正, 尾崎誠, 関泰輔, 石橋恭之, 山崎琢磨, 安永裕司, 山本卓明, 高橋大介, す藤啓広, 帖佐悦男, 高木理彰, 伊藤重治, 稲葉裕, 仲宗根哲

    特発性大腿骨頭壊死症の医療水準及び患者のQOL向上に関する大規模多施設研究 平成30年度 総括研究報告書(Web)   2019

  • 人工股関節全置換術症例におけるしゃがみこみ動作と下肢筋力の関連性

    多田周平, 高木啓至, 小林瑞季, 山田大智, 岩佐諦, 濱田英敏, 安藤渉, 高尾正樹, 菅野伸彦

    日本股関節学会学術集会プログラム・抄録集   46th   2019

  • ナビゲーションを用いた低侵襲RAOと低侵襲CPOの筋力回復比較

    高尾正樹, 高木啓至, 濱田英敏, 安藤渉, 菅野伸彦

    日本股関節学会学術集会プログラム・抄録集   46th   2019

  • 疾患股関節の骨盤・大腿骨セグメンテーションとその病態解析への応用

    田中 雄基, 日朝 祐太, 大竹 義人, 高尾 正樹, 上村 圭亮, 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   20 ( 4 )   324 - 324   2018.10

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  • 敵対的生成ネットワークによる実X線画像からの疑似X線画像生成 骨盤傾斜角推定手法の実画像への適用

    日朝 祐太, 大竹 義人, 松岡 拓未, 高尾 正樹, 上村 圭亮, Jodeiri Ata, Zoroofi Reza A., 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   20 ( 4 )   270 - 270   2018.10

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  • 【Hip-Spine-Knee syndrome】脊椎固定術前後における骨盤矢状面傾斜変化 THAにおけるカップ設置の観点から

    坂井 孝司, 田村 和則, 濱田 英敏, 高尾 正樹, 海渡 貴司, 菅野 伸彦

    整形・災害外科   61 ( 7 )   823 - 828   2018.6

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    <文献概要>成人脊椎変形に対して仙骨を含む脊椎矯正固定術を施行した11症例(THA既施行2例含む)における術前後の骨盤矢状面傾斜(PSI)の変化を調査した。全例女性で,平均年齢は70歳(59〜77歳)であった。仰臥位におけるPSIは,術前平均-1°(-20°〜20°)から術後平均6°(-2°〜20°)へ変化し有意に前傾していた(p&lt;0.05)。立位におけるPSIは,術前平均-18°(-33°〜5°)から術後平均3°(-12°〜16°)へ変化し有意に前傾していた(p&lt;0.05)。仰臥位から立位での変化量は,術前平均-17°±11°から術後平均-3°±3°へ減少していた。このように脊椎矯正固定術により立位でのPSI後傾は改善し,仰臥位での骨盤傾斜の変化量は少なかった。THA既施行2例について,仰臥位PSIは術前後で3°未満の変化で立位では後傾が改善し,カップ前捻は平均3.2°の減少で術後脱臼は生じていなかった。

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  • 炭素繊維強化PEEK樹脂複合材を用いた大腿骨近位部固定ネイルの安全強度評価—Evaluation of strength on intramedullary proximal femoral nail using carbon fiber reinforced polyetheretherketone

    高嶋 和磨, 李 興盛, 倉敷 哲生, 板東 舜一, 中原 一郎, 高尾 正樹, 坂井 孝司, 菅野 伸彦

    臨床バイオメカニクス / 日本臨床バイオメカニクス学会 編   39   181 - 186   2018

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    Other Link: https://search.jamas.or.jp/link/ui/2019205395

  • 定点モニタリングシステムによる特発性大腿骨頭壊死症の記述疫学-平成26年1月~平成29年11月の集計結果-

    伊藤一弥, 福島若葉, 菅野伸彦, 高尾正樹, 坂井孝司, 濱田英敏, 山田晋, 伊藤浩, 間島直彦, 加来信広, 大田陽一, 藤原一夫, 小宮節郎, 加畑多文, 兼氏歩, 市堰徹, 安藤渉, 中島康晴, 本村悟朗, 久保俊一, 上島圭一郎, 林申也, 三木秀宣, 馬渡正明, 名越智, 中西亮介, 小林千益, 中村順一, 田中栄, 田中健之, 山本謙吾, 宍戸孝明, 神野哲也, 尾崎誠, 関泰輔, 石橋恭之, 山崎琢磨, 安永裕司, 高橋大介, 須藤啓広, 帖佐悦男, 高木理彰, 佐々木幹, 稲葉裕, 仲宗根哲

    特発性大腿骨頭壊死症の医療水準及び患者のQOL向上に関する大規模多施設研究 平成29年度 総括研究報告書(Web)   2018

  • 末期変形性股関節症患者におけるJHEQスコアと身体活動量および筋力の関連性

    小林瑞季, 高木啓至, 多田周平, 山田大智, 田村和則, 濱田英敏, 高尾正樹, 菅野伸彦, 坂井孝司

    日本股関節学会学術集会プログラム・抄録集   45th   2018

  • 変形性股関節症に対する運動療法 股関節周囲筋強化を中心に

    坂井孝司, 小林瑞季, 多田周平, 高木啓至, 濱田英敏, 高尾正樹, 菅野伸彦

    日本股関節学会学術集会プログラム・抄録集   45th   2018

  • Micro CT画像を事例としたCT画像の高解像度化 (画像工学)

    武田 匡平, 岩本 祐太郎, 上村 圭亮, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸, 陳 延偉

    電子情報通信学会技術研究報告 = IEICE technical report : 信学技報   117 ( 48 )   25 - 29   2017.5

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  • Analysis of fiber structure of skeletal muscles around the hip joint using CT images

    116 ( 393 )   127 - 131   2017.1

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  • 手術手技シリーズ(22)骨盤輪骨折の経皮的仙腸関節スクリュー固定術

    高尾 正樹

    Bone joint nerve : BJN   7 ( 1 )   157 - 160   2017.1

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    Other Link: http://search.jamas.or.jp/link/ui/2017334354

  • 不安定型大腿骨近位部骨折に対するhook plateを併用した人工骨頭置換術

    上村 圭亮, 濱田 英敏, 高尾 正樹, 坂井 孝司, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   60 ( 1 )   125 - 126   2017.1

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    不安定型大腿骨近位部骨折に対しhook plateを併用してセメント人工骨頭置換術を行った4例(全例女性、平均年齢は81歳)の短期治療成績について検討した。AO/OTA分類は31-A2が1例、31-A3が3例であった。その結果、手術時間は平均111分、出血量は平均509mlであった。術後平均観察期間9ヵ月で、合併症はみられず、歩行能力は術前独歩による屋外歩行が可能であった2例については杖歩行にて自立となった。

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    Other Link: https://search.jamas.or.jp/index.php?module=Default&action=Link&pub_year=2017&ichushi_jid=J00831&link_issn=&doc_id=20170424060057&doc_link_id=10.11359%2Fchubu.2017.125&url=https%3A%2F%2Fdoi.org%2F10.11359%2Fchubu.2017.125&type=J-STAGE&icon=https%3A%2F%2Fjk04.jamas.or.jp%2Ficon%2F00007_2.gif

  • Is a large head greater than 36mm beneficial and safe in primary total hip arthroplasty?

    Bone joint nerve : BJN   7 ( 1 )   59 - 63   2017.1

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  • 特発性大腿骨頭壊死症の疫学調査・診断基準・重症度分類の改訂と診療ガイドライン策定を目指した大規模多施設研究 定点モニタリングシステムによる特発性大腿骨頭壊死症の記述疫学-平成25年1月~平成28年11月の集計結果-

    伊藤一弥, 福島若葉, 菅野伸彦, 高尾正樹, 坂井孝司, 山田晋, 伊藤浩, 間島直彦, 加来信広, 大田陽一, 藤原一夫, 小宮節郎, 加畑多文, 兼氏歩, 市堰徹, 大園健二, 安藤渉, 本村悟朗, 久保俊一, 上島圭一郎, 大川孝浩, 林申也, 三木秀宣, 馬渡正明, 名越智, 中西亮介, 小林千益, 中村順一, 田中栄, 田中健之, 山本謙吾, 宍戸孝明, 神野哲也, 尾崎誠, 関泰輔, 石橋恭之, 山崎琢磨, 安永裕司, 高橋大介, 須藤啓広, 帖佐悦男, 高木理彰, 佐々木幹, 稲葉裕, 仲宗根哲

    特発性大腿骨頭壊死症の疫学調査・診断基準・重症度分類の改訂と診療ガイドライン策定を目指した大規模多施設研究 平成28年度 総括・分担研究報告書(Web)   2017

  • Difference in Stem Alignment Between the Direct Anterior Approach and the Posterolateral Approach in Total Hip Arthroplasty (vol 30, pg 1761, 2015)

    Hirohito Abe, Takashi Sakai, Masaki Takao, Takashi Nishii, Nobuo Nakamura, Nobuhiko Sugano

    JOURNAL OF ARTHROPLASTY   31 ( 12 )   2949 - 2949   2016.12

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    DOI: 10.1016/j.arth.2016.03.052

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  • 正常股関節において内転動作により内旋可動域に影響を与える因子

    小川剛, 三木秀宣, 服部麻木, 高尾正樹, 鈴木直樹, 米延策雄, 菅野伸彦

    日本コンピュータ外科学会誌   18 ( 4 )   338 - 338   2016.11

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  • 骨盤骨切り術後人工股関節全置換術の術前可動域マッピング

    濱田英敏, 高尾正樹, 三木秀宣, 服部麻木, 鈴木直樹, 米延策雄, 菅野伸彦

    日本コンピュータ外科学会誌   18 ( 4 )   265 - 265   2016.11

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  • 骨盤骨切り術後人工股関節全置換術の術前可動域マッピング

    濱田 英敏, 高尾 正樹, 三木 秀宣, 服部 麻木, 鈴木 直樹, 米延 策雄, 菅野 伸彦

    日本コンピュータ外科学会誌   18 ( 4 )   265 - 265   2016.11

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  • 正常股関節において内転動作により内旋可動域に影響を与える因子

    小川 剛, 三木 秀宣, 服部 麻木, 高尾 正樹, 鈴木 直樹, 米延 策雄, 菅野 伸彦

    日本コンピュータ外科学会誌   18 ( 4 )   338 - 338   2016.11

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  • Subtrochanteric Osteotomy in Total Hip Arthroplasty

    51 ( 9 )   845 - 851   2016.9

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  • 不安定型大腿骨近位部骨折に対するhook plateを併用した人工骨頭置換術

    上村 圭亮, 濱田 英敏, 高尾 正樹, 坂井 孝司, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   59 ( 秋季学会 )   261 - 261   2016.9

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  • 仰臥位から立位への骨盤傾斜変化と関連する因子

    上村 圭亮, 濱田 英敏, 高尾 正樹, 坂井 孝司, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   59 ( 秋季学会 )   233 - 233   2016.9

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  • 骨臼回転骨切り術における手術支援ガイドの手術精度

    坂井 孝司, 花田 敏久, 迫田 秀行, 濱田 英敏, 高尾 正樹, 村瀬 剛, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   90 ( 8 )   S1715 - S1715   2016.8

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  • Automated verification of 2D-3D registration using convolutional neural network : Toward fully automated analysis of hip joint kinematics on a large-scale patient database

    116 ( 160 )   43 - 48   2016.7

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  • マイクロCT画像と統計学習を用いた臨床用CT画像からの骨梁構造の異方性の予測

    山中 大幸, 福田 紀生, 横田 太, 大竹 義人, 上村 圭亮, 高尾 正樹, 菅野 伸彦, 佐藤 嘉伸

    MEDICAL IMAGING TECHNOLOGY   ( Suppl. )   np21 - np26   2016.7

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    大腿骨近位部骨折における治療の際、大腿骨頭の骨密度や骨梁構造などの情報が重要になる。しかしながら、現在の臨床用CTではこれらの情報を正確に解析するのに解像度が不十分である。一方、解像度の高いマイクロCTでは生体の撮影は行えない制約がある。そこで、同一対象が撮影され位置合わせされた臨床用CT画像とマイクロCT画像が組となっているデータベースから、ランダムフォレストを拡張した学習法により臨床用CT画像から抽出した特徴量をマイクロCT画像に対応するテンソルにマッピングすることで、臨床用CT画像における骨梁構造の異方性を予測する手法が提案されている。従来法が学習データにどちらもex vivoな画像を用いているのに対して、本研究では臨床用CT画像にin vivoな画像を用いることにより、従来法を実際の臨床で得られるCT画像データに対して適用した際、どの程度の性能を発揮できるかを確かめる。(著者抄録)

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  • Multiscale function and pathology modeling of musculoskeletal system

    Y. Sato, Y. Otake, F. Yokota, N. Kamiya, H. Fujita, M. Takao, N. Sugano, M. Yamada, T. Inuzuka, R. Tanaka, S. Sanada

    Transactions of Japanese Society for Medical and Biological Engineering   54 ( 26 )   S22 - S22   2016.4

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    <p>We report on a study for constructing a multi-scale statistical model of pancreatic cancer with its mechanical characteristics. The model is constructed from images captured from KPC mice: Temporal series of MR images captured during the progress of their pancreatic cancers, micro CT images of the extracted pancreases, and their microscopic images. In addition, we measure the mechanical characteristics when we extract the pancreases from the mice. We need to register these images of different modalities together in order for the construction of the model. For registering the microscopic images and the MR ones, of which the spatial resolutions are seriously different, we firstly register the 2D microscopic images together to construct a 3D microscopic image from them, then register the 3D microscopic image with the micro CT image that has the intermediate level of the spatial resolution, and finally register the micro CT image with the MR images.</p>

    DOI: 10.11239/jsmbe.54Annual.S22

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  • 変形性股関節症患者における下肢関節の回旋肢位の関連性

    上村 圭亮, 高尾 正樹, 坂井 孝司, 西井 孝, 菅野 伸彦

    日本整形外科学会雑誌   90 ( 2 )   S122 - S122   2016.3

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  • 大腿骨前捻角半自動計測法における操作者による影響低減方法の検討

    堀本 悠司, 中西 裕紀, 横田 太, 大竹 義人, 高尾 正樹, 小川 剛, 上村 圭亮, 菅野 伸彦, 佐藤 嘉伸

    日本コンピュータ外科学会誌   17 ( 3 )   205 - 205   2015.10

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  • Navigation THA

    Bone joint nerve : BJN   5 ( 4 )   753 - 760   2015.10

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  • 下肢筋肉付着部、走行アトラスの構築(第一報) Cadaverを用いた筋肉付着部、走行情報の取得

    高尾 正樹, 大竹 義人, 小川 剛, 福田 紀生, 上村 圭亮, 横田 太, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   17 ( 3 )   189 - 189   2015.10

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  • 臨床用CTから骨頭内の部位別骨密度を計測する試み 臨床用CTとμCTの比較

    上村 圭亮, 山中 大幸, 横田 太, 大竹 義人, 高尾 正樹, 坂井 孝司, 西井 孝, 佐藤 嘉伸, 菅野 伸彦

    日本コンピュータ外科学会誌   17 ( 3 )   192 - 192   2015.10

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  • 炭素繊維強化PEEK粉に対する生体反応の組織評価

    上村 圭亮, 高尾 正樹, 坂井 孝司, 西井 孝, 板東 舜一, 菅野 伸彦

    日本整形外科学会雑誌   89 ( 8 )   S1574 - S1574   2015.9

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  • 人工股関節全置換術における大腿骨neck cut用patient specific surgical guideの精度検証

    坂井 孝司, 花田 敏久, 村瀬 剛, 高尾 正樹, 西井 孝, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   89 ( 8 )   S1550 - S1550   2015.9

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  • Current Issues of Three-dimensional Evaluation of Total Hip Arthroplasty

    50 ( 8 )   765 - 771   2015.8

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  • 仰臥位における股関節のゼロポジション角度と変形性股関節症に伴う変化に関して

    上村 圭亮, 高尾 正樹, 坂井 孝司, 西井 孝, 菅野 伸彦

    日本整形外科学会雑誌   89 ( 2 )   S76 - S76   2015.3

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  • THA MOM Conserve cupのARMDに関する多施設研究

    上村 圭亮, 高尾 正樹, 島 直子, 津村 暢宏, 渋谷 高明, 三木 秀宣, 原口 圭司, 菅野 伸彦

    日本人工関節学会誌   44   385 - 386   2014.12

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    4施設で施行されたConserve cupを用いた金属対金属摺動部人工股関節全置換術628例(男101例、女527例、平均年齢64.4歳)を対象として、Adverse reaction to metal debris(ARMD)発生とその危険因子について検討した。再置換時・MRI・CT・エコーの所見より68例(10.8%)にARMDを認め、ARMDの有無別に患者背景、カップサイズ、ヘッドオフセット、外転角、モジュラーネック長および形状、大腿骨ステムデザインを比較した結果、カップ外転角、モジュラーネック形状、大腿骨ステムデザインにおいて有意差を認めた。また、多変量解析ではカップ外転角60°以上、増捻・内反ネックの使用、Profemur Zの使用が独立したConserve cupにおけるARMD発生危険因子であった。

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  • 骨盤骨欠損に対するBurch-Schneider cageを用いた3Dシミュレーション研究

    上村 圭亮, 高尾 正樹, 坂井 孝司, 西井 孝, 菅野 伸彦

    日本コンピュータ外科学会誌   16 ( 3 )   271 - 272   2014.10

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  • Navigation for pelvic and femoral osteotomies

    57 ( 10 )   1219 - 1225   2014.9

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  • 骨盤骨欠損に対するBurch-Schneider cageの3次元手術計画およびフランジ角度調節評価

    上村 圭亮, 高尾 正樹, 坂井 孝司, 西井 孝, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   57 ( 秋季学会 )   63 - 63   2014.9

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  • 仰臥位における大腿骨回旋肢位とその肢位に影響する因子の検討

    上村 圭亮, 高尾 正樹, 坂井 孝司, 西井 孝, 菅野 伸彦

    中部日本整形外科災害外科学会雑誌   57 ( 秋季学会 )   64 - 64   2014.9

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  • THA前後における大腿骨回旋肢位の変化について

    上村 圭亮, 西井 孝, 菅野 伸彦, 高尾 正樹, 坂井 孝司

    Hip Joint   40   865 - 867   2014.8

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    人工股関節全置換術(THA)前後における大腿骨回旋肢位の変化について検討した。片側THAを施行し、術前、術後3週、2年以降にCTを施行した30例を対象とした。大腿骨後顆角は術前4.1±12.8°、術後3週-12.1±13.0°、術後2年以降-8.0±10.4°で、術前-術後3週間、術前-術後2年以降の間で有意差を認めた。大腿骨回旋肢位を規定する因子として、性別に関してはそれぞれの時点で男女間に有意差は認めなかった。アプローチに関してはそれぞれの時点でPLA群とDAA群間に有意差を認めず、アプローチによる術後回旋肢位の違いは認めなかった。術前の大腿骨前捻は術前、術後3週、術後2年以降、すべての時点で大腿骨後顆角と有意な相関を認めた。術前の回旋肢位は術後3週、術後2年以降と有意な相関を認めた。

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  • 人工股関節全置換術の前方アプローチにおけるpatient specific surgical guideの精度検証

    坂井 孝司, 花田 敏久, 村瀬 剛, 高橋 広幸, 高尾 正樹, 西井 孝, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   88 ( 8 )   S1376 - S1376   2014.8

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  • 寛骨臼回転骨切り術におけるpatient specific surgical guideの精度検証

    坂井 孝司, 花田 敏久, 村瀬 剛, 高尾 正樹, 西井 孝, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   88 ( 8 )   S1745 - S1745   2014.8

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  • THREE DIMENSIONAL DISTRIBUTION OF HIP CARTILAGE T2 MAPPING ASSESSED BY RADIAL MR IMAGING: COMPARISON BETWEEN HEALTHY VOLUNTEERS AND PATIENTS WITH HIP DYSPLASIA

    H. Hamada, T. Nishii, S. Tamura, M. Takao, T. Sakai, H. Tanaka, N. Sugano

    OSTEOARTHRITIS AND CARTILAGE   22   S353 - S354   2014.4

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  • NEUROPATHIC AND PSYCHOLOGICAL FACTORS IN SYMPTOMATIC PATIENTS WITH HIP DISEASES: COMPARISON BETWEEN OSTEOARTHRITIS, FEMOROACETABULAR IMPINGEMENT AND HIP DYSPLASIA

    T. Nishii, T. Sakai, M. Takao, S. Tamura, H. Hamada, N. Sugano

    OSTEOARTHRITIS AND CARTILAGE   22   S413 - S413   2014.4

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  • THA前後における大臀筋・中臀筋・大腿骨周囲筋の筋量評価

    上村 圭亮, 高尾 正樹, 坂井 孝司, 西井 孝, 菅野 伸彦

    日本整形外科学会雑誌   88 ( 3 )   S821 - S821   2014.3

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  • 表面置換型THA・ショートアナトミカルステム・ストレートテーパーステムにおける応力遮蔽の比較

    坂井 孝司, 西井 孝, 高尾 正樹, 阿部 裕仁, 田村 理, 濱田 英敏, 上村 圭亮, 中村 宣雄, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   88 ( 3 )   S804 - S804   2014.3

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  • Automated segmentation of hip and thigh muscles from CT data : Improvement of statistical prediction using boundaries between individual muscles

    TAKAYA Mika, YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    IEICE technical report.   113 ( 219 )   15 - 18   2013.9

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    We have proposed an automated segmentation method based on hierarchical multi-atlas method. Statistical prediction method was used in the segmentation method. In this paper, we propose statistical prediction using border between individual muscles to improve segmentation accuracy of individual muscles. 19 hips were used to validate the proposed method. The average error was 3.36 ± 1.01 mm in the conventional method, and 2.56 ± 0.79 mm in the proposed method. These results demonstrate the usefulness of the proposed method.

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  • Clinical Accuracy of Percutaneous Iliosacral Screw Fixation using CT-3D-fluoroscopy Matching Navigation

    TAKAO Masaki, NISHII Takashi, SAKAI Takashi, SUGANO Nobuhiko

    15 ( 2 )   198 - 199   2013.8

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  • Effect of total hip arthroplasty for Crowe IV developmental dysplasia of the hip on the ipsilateral knee motion during gait

    TAMURA S, MIKI H, HAMADA H, TAKAO M, HATTORI A, SUZUKI N, YONENOBU K, SUGANO N

    15 ( 2 )   110 - 111   2013.8

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  • The influence of femoral neck anteversion on rotation of lower limbs

    HAMADA Hidetoshi, TAMURA Satoru, TAKAO Masaki, MIKI Hidenobu, HATTORI Asaki, SUZUKI Naoki, YONENOBU Kazuo, SUGANO Nobuhiko

    15 ( 2 )   108 - 109   2013.8

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  • Does Intraoperative Reference of 3D Virtual Model Reduce Malalignment of THA?

    TAKAO M, YOKOTA F, TAKAYA M, TADA Y, TOMIYAMA N, SATO Y, SUGANO N

    15 ( 2 )   92 - 93   2013.8

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  • Range of Motion Required for Stable Total Hip Arthroplasty : Analysis of 275 Computer Navigated THAs

    TANAKA T, TAKAO M, SAKAI T, NISHII T, SUGANO N

    15 ( 2 )   200 - 201   2013.8

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  • 炭素繊維強化PEEK人工股関節摺動面の関節周囲組織評価

    上村 圭亮, 中原 一郎, 高尾 正樹, 板東 舜一, 菅野 伸彦

    日本整形外科学会雑誌   87 ( 8 )   S1489 - S1489   2013.8

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  • Automated Pelvis and Femur Segmentation of Diseased Hip CT Using Hierarchical and Conditional Statistical Shape Models : Refinement Using Graph-cut

    YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    IEICE technical report.   113 ( 146 )   33 - 38   2013.7

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    Segmentation of the diseased hip is a prerequisite for patient-specific simulation for hip surgery. Accurate boundary determination of the femoral head and acetabulum is the primary challenge in diseased hip joints. To overcome this difficulty, we investigated a multi-stage method in which the hierarchical hip statistical shape model (SSM) is initially utilized to complete segmentation of the pelvis and distal femur, and then the conditional femoral head SSM is used under the condition that the regions segmented during the previous stage are known. Finally, graph-cut refinement is performed. CT data from 100 diseased patients categorized on the basis of their disease type and severity, which included 200 hemi-hips, were used to validate the method.

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  • Computer navigationの股関節鏡下関節唇縫合術への応用

    西井 孝, 高尾 正樹, 坂井 孝司, 前 達雄, 中田 研, 吉川 秀樹, 菅野 伸彦

    JOSKAS   38 ( 4 )   426 - 426   2013.6

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  • THA画像評価 人工股関節全置換術におけるpatient specific surgical guide設置の精度検証

    坂井 孝司, 村瀬 剛, 花田 敏久, 高尾 正樹, 西井 孝, 吉川 秀樹, 菅野 伸彦

    日本人工関節学会誌   42   461 - 462   2012.12

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    人工股関節全置換術(THA)における大腿骨neck cut、臼蓋コンポーネント設置の各行程においてpatient specific surgical guideを作成し、CT-based navigationによる術中表示と比較してsurgical guideの設置精度を検証した。対象は初回THA 28関節、再置換例1関節であり、骨切り角度および骨切り高位、設置角度(外転・前捻)の術前計画値と術中計測値を比較して絶対値誤差を算出した。その結果、大腿骨neck cutは術前計画通りであり、臼蓋コンポーネント設置についても、臼蓋縁後部に設置し部分的に脱着可能なB typeのguide設置精度は良好であった。大腿骨neck cut guideに関してはcapital dropを有する大腿骨であっても骨棘を含めた切除計画が有用であった。

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  • CT-3D-Fluoroscopy Matching Navigation of Iliosacral Screw Insertion Can Reduce Malposition Rate even for Less Experienced Surgeons

    TAKAO M, NISHII T, SAKAI T, SUGANO N

    14 ( 3 )   160 - 161   2012.10

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  • Semi-automated CT-based Analysis of Muscle Atrophy for Patients with Hip Osteoarthritis

    TAKAO M, YOKOTA F, TAKAYA M, TADA Y, TOMIYAMA N, SATO Y, SUGANO N

    14 ( 3 )   146 - 147   2012.10

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  • Method of estimating 3D position of the invisible skin markers placed on anterior superior iliac spines during trunk-flexion motion

    TAMURA S, IWATA H, HAMADA H, TAKAO M, MIKI H, HATTORI A, SUZUKI N, YONENOBU K, SUGANO N

    14 ( 3 )   420 - 421   2012.10

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  • Evaluation of gender differences in hip joint 3D morphology and bony ROM by computer-assisted method

    55 ( 8 )   967 - 974   2012.7

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  • Automated three-dimensional preoperative planning of total hip arthroplasty

    55 ( 8 )   997 - 1000   2012.7

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  • CLINICAL EFFICACY OF ALENDRONATE TREATMENT IN PATIENTS WITH HIP OSTEOARTHRITIS: A 2-YEAR RANDOMIZED CONTROLLED TRIAL

    T. Nishii, S. Tamura, T. Shiomi, T. Sakai, M. Takao, H. Yoshikawa, N. Sugano

    OSTEOARTHRITIS AND CARTILAGE   20   S284 - S284   2012.4

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  • ASSOCIATIONS OF HIP DYSPLASIA AND FAI ON MODES OF ACETABULAR LABRAL TEARS-3 DIMENSIONAL ANALYSIS BY HIGH-RESOLUTION CT ARTHROGRAPHY-

    S. Tamura, T. Nishii, M. Takao, T. Sakai, N. Sugano

    OSTEOARTHRITIS AND CARTILAGE   20   S214 - S215   2012.4

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  • Automated 3D Acetabular Cup planning in Total Hip Arthroplasty Based on Expertise Modeling using Statistical Shape Model

    OTOMARU Itaru, NAKAMOTO Masahiko, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    Journal of Japan Society of Computer Aided Surgery   14 ( 1 )   27 - 37   2012.3

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    This paper describes an automated 3D acetabular cup planning method in total hip arthroplasty. A number of past preoperative plans prepared by experienced surgeons and used for actual computer navigated surgery are utilized to model surgeon's expertise of surgical planning. We construct "pelvis-cup merged statistical shape model (PC-SSM)" by applying principal component analysis to mergers of cup shape and pelvis shape. The cup shape has size, position, and orientation planned by experienced surgeon. The PC-SSM is fitted to the patient pelvis to automatically generate the preoperative plan. According to the performance evaluation, cup size errors between the proposed method and the experienced surgeon's plans were within one size in 34 cases out of 38 cases. Since the PC-SSM is automatically constructed from training datasets while the previous method based on a manual definition of criteria, we consider the proposed method may be useful for quantitative evaluation of surgeons' trends for cup planning as well as for automated planning. As a remaining problem, the performance in severely diseased pelvis is needed to be improved.

    DOI: 10.5759/jscas.14.27

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  • Automated Musculoskeletal Segmentation from 3D CT Data of the Hip : Segmentation of 18 individual muscles and muscle groups using a small number of training datasets based on hierarchical spatial normalization

    TAKAYA Mika, YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    IEICE technical report.   111 ( 389 )   97 - 102   2012.1

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    The objective of this study is an automatic segmentation of individual muscles and muscle groups of hip from 3D CT images. In this study, we expand the conventional hybrid method and suggest method for segmentation of individual muscles and muscle groups of hip from 3D CT images. We applied the proposed method to 19 cases, and evaluated the estimation performance by comparing with nonrigid registration method proposed by Rueckert et al and hybrid method. As a result, the average distance error of the proposed method was 3.26 mm while the average distance error of the nonrigid registration m...

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  • Automated Musculoskeletal Segmentation from 3D CT Data of the Hip : Segmentation of 18 individual muscles and muscle groups using a small number of training datasets based on hierarchical spatial normalization

    TAKAYA Mika, YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    111 ( 389 )   97 - 102   2012.1

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  • 変形性股関節症患者における下肢筋量・筋力と疼痛・病期との関連性

    小柳淳一朗, 西井孝, 高木啓至, 上杉裕子, 坂井孝司, 高尾正樹, 菅本一臣, 吉川秀樹, 菅野伸彦

    日本整形外科学会雑誌   86 ( 3 )   2012

  • Availability and Problems of Skin Markers for Spinal Motion Analysis

    TAMURA S, TAKAO M, MIKI H, TSUDA K, SAKAI T, NISHII T, HATTORI A, SUZUKI N, YONENOBU K, SUGANO N

    13 ( 3 )   372 - 373   2011.11

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  • Atlas-based Automated 3D Cup Planning in Total Hip Arthroplasty from a Standard X-ray Radiograph

    OTOMARU I, ZHENG G, TAKAO M, NAKAMOTO M, SUGANO N, TADA Y, TOMIYAMA N, SATO Y

    Comput Aided Surg.   13 ( 3 )   234 - 235   2011.11

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  • A Validation Study of Automated 3D Planning System for Total Hip Arthroplasty

    TAKAO M, OTOMARU I, YOKOTA F, NAKAMOTO M, TADA Y, TOMIYAMA N, SATO Y, SUGANO N

    13 ( 3 )   238 - 239   2011.11

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  • Application of CT-3D-Fluoroscopy Matching Navigation System to Pelvic and Femoral Regions

    TAKAO M, NISHII T, SAKAI T, YOSHIKAWA H, SUGANO N

    13 ( 3 )   264 - 265   2011.11

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  • Automated Segmentation of Musculoskeletal from 3D CT Data of Hip : Hybrid Method of Multi-Atlas and Statistical Prediction

    YOKOTA Futoshi, OKADA Toshiyuki, TAKAYA Mika, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    IEICE technical report.   111 ( 331 )   71 - 76   2011.11

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    Segmentation of the musculo-skeletal from 3D images is needed for patient-specific musculo-skeletal simulation. Our aim is to automate segmentation of the individual muscles from 3D CT data. In this paper, multi-atlas based method using statistical prediction is proposed. The first step is segmentation of the skin and bone. The second step is segmentation of the entire muscle region. The final step is statistical prediction and segmentation of the individual muscles. We applied the proposed method to 20 datasets. Compared to the manual trace, Jaccard Index were 86.7 ± 4.3 % in the gluteus maximus muscle, 78.4 ± 7.5 % in the gluteus medius muscle and 77.0 ± 10.1 % in the rectus femoris muscle, which demonstrates usefulness of the proposed method.

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  • Automated Segmentation of Musculoskeletal from 3D CT Data of Hip : Hybrid Method of Multi-Atlas and Statistical Prediction

    YOKOTA Futoshi, OKADA Toshiyuki, TAKAYA Mika, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    IEICE technical report.   111 ( 331 )   71 - 76   2011.11

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    Segmentation of the musculo-skeletal from 3D images is needed for patient-specific musculo-skeletal simulation. Our aim is to automate segmentation of the individual muscles from 3D CT data. In this paper, multi-atlas based method using statistical prediction is proposed. The first step is segmentation of the skin and bone. The second step is segmentation of the entire muscle region. The final step is statistical prediction and segmentation of the individual muscles. We applied the proposed method to 20 datasets. Compared to the manual trace, Jaccard Index were 86.7 ± 4.3 % in the gluteus m...

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  • Comparison of Cytokine Levels in the Synovial Joint Fluid Between Rapidly Destructive Coxopathy, Hip Osteoarthritis, Rheumatoid Arthritis, and Hip Oseteonecrosis

    Hirohito Abe, Takashi Sakai, Wataru Ando, Masaki Takao, Takashi Nishii, Nobuo Nakamura, Hideki Yoshikawa, Nobuhiko Sugano

    ARTHRITIS AND RHEUMATISM   63 ( 10 )   S421 - S422   2011.10

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  • 人工股関節全置換術における手術用custom-made templateの精度検証

    坂井 孝司, 村瀬 剛, 花田 敏久, 井上 貴之, 西村 直久, 高尾 正樹, 西井 孝, 北田 誠, 中村 宣雄, 蔵本 孝一, 吉川 秀樹, 菅野 伸彦

    日本整形外科学会雑誌   85 ( 8 )   S1176 - S1176   2011.8

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  • Reproducibility of shuck test in total hip arthroplasty

    TAKAO Masaki

    The Central Japan Journal of Orthopaedic Surgery & Traumatology   54 ( 4 )   655 - 656   2011.7

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    DOI: 10.11359/chubu.2011.655

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  • テーラーメイド人工股関節の開発動向

    坂井 孝司, 大園 健二, 西井 孝, 三木 秀宣, 高尾 正樹, 吉川 秀樹, 菅野 伸彦

    人工臓器   40 ( 1 )   73 - 75   2011.6

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    DOI: 10.11392/jsao.40.73

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  • Automated Segmentation of the Muscle from 3D CT Data of Hip Using Statistical Shape Model of Musculoskeletal System

    TAKAYA Mika, YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    IEICE technical report.   110 ( 364 )   83 - 86   2011.1

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    The objective of this study is an automatic segmentation of muscles of hip from 3D CT images. In this study, we construct a musculoskeletal statistical shape model (SSM) by combining muscle regions and a SSM of bone which is previously proposed. Using the musculoskeletal SSM, we propose a method which estimates shapes of muscle regions from known bone regions. We applied the proposed method to 22 cases, and evaluated the estimation performance by comparing with a nonrigid registration method proposed by Rueckert et al. As a result, the average distance error of the proposed method was 2.54 ...

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  • Automated Localization of Pelvic Anatomical Coordinate System from 3D CT Data of the Hip Using Statistical Landmark Model

    YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    IEICE technical report.   110 ( 364 )   199 - 204   2011.1

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    Localization of the pelvic anatomical coordinate system from 3D CT data is prerequisite of patient specific planning and simulation for hip surgery. In this paper, we proposed automated localization using statistical landmark model. In Proposed method, we proposed automatic estimation ,of the pelvic bounding box and origin refinement using template matching. We applied the proposed method to 39 datasets. Compared to the manually localization by one experienced doctor, average position error was 2.37 ± 1.30 mm and orientation error was 1.07 ± 0.50 degree. The proposed method was shown to sui...

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  • An Automated Preoperative Planning of Possible Size and Position of Acetabular Cup in Total Hip Arthroplasty Based on Statistical Atlas : Performance Evaluation Based on Simulation of Hip Joint Function

    KOBAYASHI Kazuto, OTOMARU Itaru, YOKOTA Futoshi, OKADA Toshiyuki, KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, SATO Yoshinobu

    IEICE technical report.   110 ( 364 )   23 - 28   2011.1

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    This paper describes a parameter tuning and a performance evaluation of an automated surgical planning method of acetabular component for total hip arthroplasty. As our previous work, we have proposed an automated method based on combination of residual bone thickness constraint and an atlas-based optimization. However, the previous work was insufficient because of lack of number of test case and lack of parameter tuning. In this study, we applied the method to 36 cases and we did a parameter tuning and a performance evaluation. As a result, we found that 2.0 mm was optimal value for margin...

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  • 椎弓根スクリューに対するフラットパネル搭載C armによる術中3次元X線画像評価の信頼性

    藤森孝人, 岩崎幹季, 高尾正樹, 長本行隆, 柏井将文, 吉川秀樹

    日本側彎症学会演題抄録集   45th   2011

  • 変形性股関節症患者における下肢筋量・筋力と病期・疼痛との関連性

    小柳淳一朗, 西井孝, 高木啓至, 上杉裕子, 坂井孝司, 高尾正樹, 菅本一臣, 吉川秀樹, 菅野伸彦

    日本関節病学会誌   30 ( 3 )   2011

  • Evaluation of pelvic sagittal tilt after total hip arthroplasty using the 4D Motion Analysis System

    TAMURA S, MIKI H, TSUDA K, NISHII T, SAKAI T, TAKAO M, NAKAMURA N, HATTORI A, SUZUKI N, YONENOBU K, SUGANO N

    12 ( 3 )   272 - 273   2010.11

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  • DYNAMIC MEASUREMENT OF HIP MOVEMENT IN DEEP BENDING ACTIVITIES AFTER TOTAL HIP ARTHROPLASTY USING PATIENT-SPECIFIC FOUR-DIMENSIONAL MOTION ANALYSIS SYSTEM

    TSUDA K, MIKI H, KITADA M, NISHII T, SAKAI T, TAKAO M, NAKAMURA N, HATTORI A, SUZUKI N, YONENOBU K, SUGANO N

    12 ( 3 )   442 - 443   2010.11

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  • Accuracy of 3-D Fluoroscopic Navigation System using a Flat Panel Detector-equipped C-arm

    TAKAO M, NISHII T, SAKAI T, YOSHIKAWA H, SUGANO N

    12 ( 3 )   190 - 191   2010.11

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  • The effect of pelvic tilt on measurements of the femoral head center position

    NAKAHARA Ichiro

    36 ( 0 )   89 - 92   2010.10

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  • The Effect of Coronal and Sagittal Femoral Component Alignment on Range of Motion in THA

    36 ( 0 )   169 - 170   2010.10

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  • Clinical feasibility of tomosynthesis to evaluate bone remodeling after rotational acetabular osteotomy

    SIOMI Toshiyuki

    36 ( 0 )   449 - 452   2010.10

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  • Plain radiograph and computed tomography for osteoarthritis of the hip

    SAKAI Takashi

    36 ( 0 )   79 - 80   2010.10

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  • THREE DIMENSIONAL DISTRIBUTION OF ACETABULAR CARTILAGE THICKNESS IN PATIENTS WITH HIP DYSPLASIA BY SEMI-AUTOMATIC COMPUTER ANALYSIS OF HIGH-RESOLUTIONAL COMPUTER TOMOGRAPHY -ARTHROGRAPHY

    S. Tamura, T. Nishii, T. Shiomi, Y. Yamazaki, K. Murase, T. Sakai, M. Takao, H. Yoshikawa, N. Sugano

    OSTEOARTHRITIS AND CARTILAGE   18   S178 - S179   2010.10

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  • Acute cholecystitis as a nearly fatal complication in THA

    HASHIMOTO Yoshichika

    The Central Japan Journal of Orthopaedic Surgery & Traumatology   53 ( 5 )   1079 - 1080   2010.9

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    DOI: 10.11359/chubu.2010.1079

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  • Validating Segmentation of Diseased Hip CT Images Using Hierarchical Statistical Shape Model

    YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, TOMIYAMA Noriyuki, SATO Yoshinobu

    IEICE technical report.   110 ( 121 )   63 - 68   2010.7

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    Segmentation of the femur and pelvis from 3D CT data is prerequisite of patient specific planning and simulation for hip surgery. Separation of the femoral head and acetabulum is one of main difficulties in the diseased hip joint due to deformed shapes and extreme narrowness of the joint space. In this paper, we proposed initial region estimation method using probabilistic atlas (PA). We applied the proposed method to 22 datasets. Compared to the previous method, average distance was decreased about 50% and 12% for initial region estimation and segmentation result, respectively. In high dis...

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  • 炭素繊維強化複合材による全非金属人工股関節の開発

    中原 一郎, 高尾 正樹, 坂井 孝司, 西井 孝, 吉川 秀樹, 板東 舜一, 木佐貫 児島, 菅野 伸彦

    人工臓器   39 ( 1 )   48 - 50   2010.6

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  • Position of cementless cup and bone grafting for hip dysplasia

    SUGANO Nobuhiko, NISHII Takashi, SAKAI Takashi, TAKAO Masaki

    The Journal of the Japanese Orthopaedic Association   84 ( 2 )   197 - 200   2010.2

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  • Comparison of Non-rigid Registration Methods for Construction of Statistical Shape Models

    YOKOTA Futoshi, OKADA Toshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, SATO Yoshinobu

    IEICE technical report.   109 ( 407 )   161 - 165   2010.1

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    To solve a correspondences between learning data sets is important task for constructed statistical shape model(SSM). However, it is not recognized which non-rigid registration technique is suitable for constructed SSM. In this paper, we compared between different non-rigid registration method. In the experiments, SSM of the pelvis was constructed 13 cases. We evaluated fitting performance of unknown pelvis shapes, and it was equal performance if we adjust each method&#039;s parameter.

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  • Expertise Modeling for Automated Preoperative Planning in Total Hip Arthroplasty : Automated Search Procedure Taking into Account of Statistical Compatibility of Cup and Balance of Multiple Criteria of Hip Joint Function

    KOBAYASHI Kazuto, OTOMARU Itaru, YOKOTA Futoshi, OKADA Toshiyuki, KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, SATO Yoshinobu

    IEICE technical report.   109 ( 407 )   149 - 154   2010.1

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    This paper describes an automated preoperative planning method for total hip arthroplasty. Preoperative plans are obtained by integrating candidates of pelvic implant(cup)plans and those of femoral implant(stem)plans. In the previous method, candidates of cup plans are inapplicable in some cases because of deformation of pelvis. Additionally, quality of hip joint function such as range of motion(ROM)is insufficient because of lack of balance of multiple criteria. In this paper, we model expertise of experienced surgeons which use in selecting applicable cup plans and balancing multiple crit...

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  • Clinical application of CAS in Hip Surgery

    NISHII T, TAKAO M, SAKAI T, MIKI H, NAKAMURA N, KAWAKAMI H, YONENOBU K, SUGANO N

    11 ( 3 )   145 - 146   2009.11

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  • AutoImPlan : An automated system for 3D CT based THA planning : A retrospective evaluation of optimization of leg length discrepancy and range of motion

    OTOMARU I, KAGIYAMA Y, YOKOTA F, NAKAMOTO M, TAKAO M, SUGANO N, TADA Y, SATO Y

    11 ( 3 )   324 - 325   2009.11

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  • Comparison of Flat Panel Detector and Image Intensifier in Skeletal CT imaging using C-arm

    TAKAO M, NISHII T, SAKAI T, YOSHIKAWA H, SUGANO N

    11 ( 3 )   300 - 301   2009.11

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  • Evaluation of automated 3D planning of femoral component in total hip arthroplasty based on statistical surgical plan atlas

    KOBAYASHI K, OTOMARU I, YOKOTA F, OKADA T, NAKAMOTO M, KAGIYAMA Y, TAKAO M, SUGANO N, TADA Y, SATO Y

    11 ( 3 )   322 - 323   2009.11

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  • A retrospective evaluation of an automated system for CT-based THA planning based on anatomical compatibility and joint function

    OTOMARU Itaru, YOKOTA Futoshi, NAKAMOTO Masahiko, KAGIYAMA Yoshiyuki, TAKAO Masaki, SUGANO Nobuhiko, TADA Yukio, SATO Yoshinobu

    IEICE technical report.   109 ( 270 )   33 - 38   2009.11

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    This paper describes an automated system of preoperative planning for total hip arthroplasty. This system determines size, position, and angle of artificial implants based on 3D CT image of hip. We consider both anatomical compatibility and joint function such as Leg Length Discrepancy (LLD) and Range of Motion (ROM) during planning. This system consists of three sub systems, automated segmentation of pelvis and femur, automated planning, and front-end server. We applied this system to 42 cases and compared plans of the proposed system with experienced surgeon&#039;s plans. Mean LLD and ROM were...

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  • Revision THA using ModuRec cup system for the acetabular side. Minimum 10 years follow-up

    SAKAI Takashi

    35 ( 0 )   111 - 114   2009.10

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  • CE angle measurements in hip osteoarthritis using an automatic detection software

    NISHII Takashi

    35 ( 0 )   668 - 670   2009.10

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  • Cartilage T2 mapping in hip dysplasia using loading in situ MRI

    NISHII Takashi

    35 ( 0 )   635 - 638   2009.10

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  • Three-dimensional morphometric analysis of acetabulum in Japanese women

    SAKAI Takashi

    35 ( 0 )   657 - 659   2009.10

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  • Postoperative pelvic flexion angle among patients with pelvic reclination

    TSUDA Kosuke

    35 ( 0 )   574 - 577   2009.10

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  • Comparison of Pelvic Coordinate Systems using 3D-CT

    TAKAO Masaki

    35 ( 0 )   583 - 585   2009.10

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  • Intermittent pneumatic compression is an effective thromboprophylaxis for elective hip surgeries

    TSUDA Kosuke

    Hip Joint   35 ( 0 )   568 - 570   2009.10

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  • Incidence of symptomatic VTE after mechanical thromboprophylaxis for elective hip surgeries

    SUGANO Nobuhiko

    35 ( 0 )   571 - 573   2009.10

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  • Automated Integration Procedure for Pelvic and Femoral Planning Based on Joint Function Evaluation in Total Hip Replacement

    KAGIYAMA Yoshiyuki, TAKAO Masaki, NAKAMOTO Masahiko, SUGANO Nobuhiko, YOSHIKAWA Hideki, OSHIRO Osamu, TADA Yukio, SATO Yoshinobu

    Transactions of Japanese Society for Medical and Biological Engineering   47 ( 1 )   88 - 98   2009.2

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  • Construction of Hierarchical Statistical Shape and Motion Model of Hip Joint(International Forum on Medical Imaging in Asia 2009 (IFMIA 2009))

    YOKOTA Futoshi, OKADA Toshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, YOSHIKAWA Hideki, TADA Yukio, SATO Yoshinobu

    IEICE technical report.   108 ( 385 )   545 - 550   2009.1

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    Segmentation and separation of the femur and pelvis from 3D CT images are prerequisite of patient specific surgical planning and simulation. Separation of the femoral head and acetabulum is one of main difficulties for diseased hip joint because the joint space becomes extremely narrow. Our current method for the separation involves manual specification using independent femur and pelvis statistical shape models(SSMs). In this paper, we construct and evaluate statistical shape and motion mode(SSMM) of the hip joint, in which both the femur and pelvis are integrated, to automate the separati...

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  • Mechanical thromboprophylaxis only is effective following elective hip surgeries

    TSUDA Kosuke

    The Central Japan Journal of Orthopaedic Surgery & Traumatology   52 ( 1 )   213 - 214   2009.1

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    Language:Japanese   Publisher:THE CENTRAL JAPAN ASSOCIATION OF ORTHOPAEDIC SURGERY AND TRAUMATOLOGY  

    DOI: 10.11359/chubu.2009.213

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  • AN EXTENSION TO THE INSILICO ML AND INSILICO IDE TO SUPPORT SURGICAL SIMULATION AND PRE-OPERATIVE PLANNING

    Yoshiyuki Kagiyama, Masahiko Nakamoto, Yoshiyuki Asai, Toshiyuki Okada, Masaki Takao, Nobuhiko Sugano, Hideki Yoshikawa, Osamu Oshiro, Yoshinobu Sato, Taishin Nomura

    JOURNAL OF PHYSIOLOGICAL SCIENCES   59 ( Supplement 1 )   308 - 308   2009

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  • Stroke after Total Hip Arthroplasty

    Sakai Takashi, Nakamura Nobuo, Takao Masaki, Tsuda Kosuke, Yoshikawa Hideki, Sugano Nobuhiko

    The Japanese Journal of Rehabilitation Medicine   46 ( 12 )   793 - 798   2009

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    During the perioperative period after total hip arthroplasty (THA), much attention has been recently paid to deep venous thrombosis, yet there are few reports concerning stroke after THA and there is no such data at all in Japan at present. The purpose of this retrospective study was to elucidate the occurrence rate and the characteristics of stroke cases during the THA perioperative period. A total of 1,551 primary THAs performed between January 1999 and December 2008 were investigated. Cerebral infarction occurred in three patients (0.19%) during three weeks after THA. Concerning the rela...

    DOI: 10.2490/jjrmc.46.793

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  • Intertrochanteric Femoral Osteotomy using 3D Computer Simulation and Custom-made Template in Slipped Capital Femoral Epiphysis

    NISHII Takashi

    34 ( 0 )   272 - 276   2008.11

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  • TRAP positive cells in rapidly destructive coxopathy

    SAKAI Takashi

    Hip Joint   34 ( 0 )   755 - 757   2008.11

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  • Automated Preoperative Planning Procedure for Acetabular Cup Based on 3D Pelvic Bone Structure in Total Hip Replacement

    KAGIYAMA Yoshiyuki, SUGANO Nobuhiko, TAKAO Masaki, NAKAMOTO Masahiko, SATO Yoshinobu, YOSHIKAWA Hideki, AKAZAWA Kenzo, TADA Yukio

    Transactions of the Japanese Society for Medical and Biological Engineering : BME   46 ( 4 )   437 - 450   2008.8

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    In recent years, novel surgical planning methods based on computer visualization using preoperative CT images have been developed. Although they enable surgeons to perform accurate operations with surgical navigation systems and robots, they cause low reproducibility of placement and much manual manipulation on 3D planning systems, because of increase of dimensions of parameter space to be searched (e.g. depth direction) compared with the conventional 2D planning. Therefore, we objectified the expertise on planning of experienced surgeons and developed the automated planning system for a fe...

    DOI: 10.11239/jsmbe.46.437

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  • Designing XML Surgical Planning Data Format of Total Hip Arthroplasty for Remote Planning

    KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, SATO Yoshinobu, TAKAO Masaki, SUGANO Nobuhiko, YOSHIKAWA Hideki, TADA Yukio

    Journal of Japan Society of Computer Aided Surgery   10 ( 2 )   109 - 120   2008.7

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  • 636 The 3D automated preoperative planning procedure for total hip arthroplasty (THA) : The development and evaluation of the practical system

    OTOMARU Itaru, YOKOTA Futoshi, TAKAO Masaki, NAKAMOTO Masahiko, SUGANO Nobuhiko, KAGIYAMA Yoshiyuki, SATO Yoshinobu, Yoshikawa Hideki, TADA Yukio

    2007 ( 20 )   431 - 432   2008.1

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  • Automated Preoperative Planning of Multi-component Implants with Joint Function Evaluation for Total Hip Arthroplasty

    KAGIYAMA Yoshiyuki, TAKAO Masaki, NAKAMOTO Masahiko, SUGANO Nobuhiko, YOSHIKAWA Hideki, AKAZAWA Kenzo, TADA Yukio, SATO Yoshinobu

    IEICE technical report.   107 ( 461 )   463 - 470   2008.1

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    The purpose of this study is to develop an automated preoperative planning system for total hip arthroplasty. In this paper, an improved algorithm, which constructs virtual hip joint based on implant planning and evaluates its joint function, is described. The system simulates all combination of implants and adopt candidates of cup placement to fulfill the restrictions for optimal placement We applied this algorithm to 6 cases and compared automated planning with surgeon&#039;s planning. We confirmed all surgeon planning did not fulfilled the whole restrictions, on the contrary, the automated pl...

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  • Automated preoperative planning procedure of femoral component from 3D CT images for total hip arthroplasty (THA) : The performance evaluation comparing with the existing study

    OTOMARU I, TAKAO M, SUGANO N, NAKAMOTO M, KAGIYAMA Y, SATO Y, YOSHIKAWA H, TADA Y

    9 ( 3 )   264 - 265   2007.12

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  • A NEW METHOD OF REGISTRATION FOR CEMENT REMOVAL IN REVISION TOTAL HIP ARTHROPLASTY USING CT-BASED NAVIGATION SYSTEM

    TSUDA K, SUGANO N, NISHII T, SAKAI T, TAKAO M, HANANOUCHI T, SHIOMI T, NAKAHARA I, YOSHIKAWA H, NAKAMURA N

    9 ( 3 )   280 - 281   2007.12

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  • 先端医療機器および生体材料開発の問題と今後の展望 手術支援システムにおける患者モデル構築・手術計画・術中誘導の新展開

    佐藤 嘉伸, 中本 将彦, 菅野 伸彦, 高尾 正樹, 堀 雅敏, 大須賀 慶悟, 多田 幸生, 橋爪 誠, 小西 晃造, 吉野 一郎, 陳 延偉, 浮村 理, 三木 恒治, ギル・インダビア, マハデヴァン・アルル

    日本コンピュータ外科学会誌   9 ( 3 )   162 - 162   2007.12

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  • 手術支援システムにおける患者モデル構築・手術計画・術中誘導の新展開

    佐藤嘉伸, 中本将彦, 菅野伸彦, 高尾正樹, 堀雅敏, 大須賀慶悟, 多田幸生, 橋爪誠, 小西晃造, 吉野一郎, CHEN Wei, 浮村理, 三木恒治, GILL S, MAHADEVA Arul

    コンピュータ支援画像診断学会大会・日本コンピュータ外科学会大会合同論文集   17th-16th   6 - 7   2007.11

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  • Cementless Total Hip Arthroplasty could be performed without preoperative auto blood transfusion using tranexamic acid

    YAMASAKI Satoshi

    Hip joint   33   399 - 401   2007.10

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  • Semi-automated Segmentation of the Femur from 3D CT Images Using Multi-Level Statistical Shape Model

    YOKOTA Futoshi, SHIMADA Ryuji, OKADA Toshiyuki, KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, SATO Yoshinobu, YOSHIKAWA Hideki, TADA Yukio

    Technical report of IEICE. PRMU   107 ( 57 )   47 - 52   2007.5

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    We have been developed automated preoperative planning system for total hip arthrorplasty. One problem in preprocessing of input data is to reconstruct segmented bone models, as most part of the process depend on manual operation and take amount of time. In this paper, we describe semi-automated segmentation method of femur from 3D-CT images using multi-level statistical shape model. We use manually collected points of femoral head surface to estimate anatomical structure of femoral head. We applied this method to 22 cases and confirmed mean error is about 1mm when 30 points were collected....

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  • Semi-automated Segmentation of the Femur from 3D CT Images Using Multi-Level Statistical Shape Model

    YOKOTA Futoshi, SHIMADA Ryuji, OKADA Toshiyuki, KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SUGANO Nobuhiko, SATO Yoshinobu, YOSHIKAWA Hideki, TADA Yukio

    IEICE technical report.   107 ( 58 )   47 - 52   2007.5

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    We have been developed automated preoperative planning system for total hip arthrorplasty. One problem in preprocessing of input data is to reconstruct segmented bone models, as most part of the process depend on manual operation and take amount of time. In this paper, we describe semi-automated segmentation method of femur from 3D-CT images using multi-level statistical shape model. We use manually collected points of femoral head surface to estimate anatomical structure of femoral head. We applied this method to 22 cases and confirmed mean error is about 1mm when 30 points were collected....

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  • Automated 3D planning procedure of femoral implant based on morphologic characteristics in total hip arthroplasty (THA) : Estimation of the anteversion angle using principal component analysis of axial plane of femoral canal images

    OTOMARU Itaru, TAKAO Masaki, SUGANO Nobuhiko, NAKAMOTO Masahiko, KAGIYAMA Yoshiyuki, SATO Yoshinobu, YOSHIKAWA Hideki, TADA Yukio

    IEICE technical report.   106 ( 509 )   121 - 124   2007.1

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    This paper describes a 3D automated preoperative planning procedure of the femoral stem for Total Hip Arthrorplasty (THA). We have reported a method which maximizes the fitness with the femoral cortical bone. However, there was a problem that the error of the stem neck direction was large. In this paper, we focused attention on the doctor&#039;s criteria that the stem neck direction corresponded with the primary axis of the femoral canal area in axial plane, and we estimated this direction using principal component analysis of the projected femoral canal shape. As a result, the error of the stem...

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  • Automated preoperative planning for total hip arthroplasty based on range of motion (ROM) evaluation with horizontal adjustment of cup placement

    KAGIYAMA Y, TAKAO M, NAKAMOTO M, SATO Y, SUGANO N, YOSHIKAWA H, AKAZAWA K, TADA Y

    8 ( 3 )   218 - 219   2006.12

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  • Automated 3D preoperative planning system of femoral component : Maximization of fitness by local optimization from multiple initial parameters

    OTOMARU I, TAKAO M, SUGANO N, NAKAMOTO M, KAGIYAMA Y, SATO Y, YOSHIKAWA H, TADA Y

    8 ( 3 )   206 - 207   2006.12

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  • 2107 Automated 3D preoperative planning system of femoral components in total hip arthroplasty

    OTOMARU Itaru, TAKAO Masaki, NAKAMOTO Masahiko, SUGANO Nobuhiko, KAGIYAMA Yoshiyuki, SATO Yoshinobu, TADA Yukio

    2006 ( 16 )   130 - 133   2006.11

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    This paper describes the 3D automated preoperative planning system for Total Hip Arthroplasty (THA). We have reported the automated planning procedure of anatomical femoral component which finds the solution using one-by-one search. The method was formulated based on expertise of an experienced surgeon. As a problem of this system, one-by-one search could not guarantee the optimality. And also, this system has to narrow down the search range, because of limit of the computer resources. In this paper, we adopt the 'Powell method' for finding the solution which can guarantee the local optimality. And we widen the search range by positioning the starting point of finding in the step of 3.0[mm] 3.0[deg.]. We applied this system to 7 cases. This system guarantee the optimality along X and Y axes. However there is some ambiguity of optimality along the Z axis. Therefore we need to tune up the conformity function. Therefore we need to tune up the conformity function.

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  • Natural course of osteonecrosis of the femoral head over ten-year-follow up

    NISHII Takashi

    Hip Joint   32 ( 0 )   93 - 96   2006.10

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  • Assessment of the Acetabular Labrum and Articular Cartilage in Patients with Hip Dysplasia Using CT Arthrography

    NISHII Takashi

    32 ( 0 )   639 - 642   2006.10

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  • Risk factors for osteonecrosis in renal graft recipients

    TAKAO Masaki

    32 ( 0 )   103 - 105   2006.10

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  • MRI-based surgical simulation of the transtrochanteric rotational osteotomy for the femoral head osteonecrosis

    KOYAMA Tsuyoshi

    32 ( 0 )   143 - 145   2006.10

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  • The Examination of Conformity Assessment Function for Anatomical Stem in Automated 3D Preoperative Planning System for THA

    OTOMARU Itaru, TAKAO Masaki, SUGANO Nobuhiko, NAKAMOTO Masahiko, KAGIYAMA Yoshiyuki, SATO Yoshinobu, YOSHIKAWA Hideki, TAMURA Shinichi, AKAZAWA Kenzo, TADA Yukio

    IEICE technical report.   105 ( 580 )   147 - 150   2006.1

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    This paper describes a automated preoperative planning system for Total Hip Arthorplasty (THA). We have reported an automated positioning and size selection procedure of a straight femoral stem which maximize the fitness to a femoral canal of a patient. The objective of this paper is to evaluate feasibility of the application of the automated procedure to an anatomical stem. We adjust fitness evaluation regeons and fitness evaluation functions based on the settings of an experienced surgeon and improve the automated procedure. We applied to the improved procedure to 7 cases, and obtained 5 ...

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  • Automated Preoperative Planning of Multi-Component Implants with ROM Simulation for Total Hip Arthroplasty

    KAGIYAMA Yoshiyuki, TAKAO Masaki, NAKAMOTO Masahiko, SATO Yoshinobu, SUGANO Nobuhiko, YOSHIKAWA Hideki, TAMURA Shinichi, AKAZAWA Kenzo, TADA Yukio

    IEICE technical report.   105 ( 580 )   151 - 154   2006.1

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    Objective and accurate preoperative planning of implant size selection and positioning is desirable for total hip arthroplasty (THA). In this paper, an improved automated preoperative planning procedure for multi-component implants with ROM simulation is described. In order to maintain required ROM, we newly incorporated re-adjustment algorithm of cup placement and confirmed that the method is applicable to secondary osteoarthritis due to hip displasia.

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  • Computer Assisted Orthopaedic Surgery : Robo-Navi

    SUGANO N, NISHII T, MIKI H, TAKAO M, KOYAMA T, HANANOUCHI T, YAMANASHI W, YOSHIKAWA H, YAMAMURA M, KAKIMOTO A, NAKAMURA N

    7 ( 3 )   299 - 300   2005.12

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  • EFFECT OF OPTICAL LOCALIZER GRADE ON ACCURACY OF REGISTRATION OF HIP ARTHROPLASTY WITH CT-BASED NAVIGATION SYSTEM : COMPARISON OF TWO DIFFERENT OPTICAL LOCALIZERS

    HANANOUCHI T, SUGANO N, NISHII T, MIKI H, TAKAO M, KOYAMA T, YOSHIKAWA H

    7 ( 3 )   417 - 418   2005.12

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  • Automated preoperative planning for total hip arthroplasty based on leg length evaluation with re-adjustment of cup placement

    KAGIYAMA Y, TAKAO M, NAKAMOTO M, SATO Y, SUGANO N, YOSHIKAWA H, AKAZAWA K, TADA Y, TAMURA S

    7 ( 3 )   369 - 370   2005.12

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  • MRI-based surgical simulation of transtrochanteric rotational osteotomy for femoral head osteonecrosis

    KOYAMA T, SUGANO N, NISHII T, MIKI H, TAKAO M, HANANOUCHI T, SATO Y, TAMURA S, YOSHIKAWA H

    7 ( 3 )   381 - 382   2005.12

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  • Qualitaive Evaluation of the Articular Cartilage in the Hip Joint Using 3 T MR Imaging

    NISHII Takashi

    31 ( 0 )   124 - 128   2005.10

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  • Long-term reparative process of osteonecrosis of the femoral head

    TAKAO Masaki

    Hip Joint   31 ( 0 )   390 - 392   2005.10

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  • Improvement of low back pain after total hip arthroplasty in the patients with unilateral hip OA

    MIKI Hidenobu

    Hip Joint   31 ( 0 )   672 - 675   2005.10

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  • MRI-based surgical simulation of the transtrochanteric rotational osteotomy forthe femoral head osteonecrosis

    KOYAMA Tsuyoshi

    Hip Joint   31 ( 0 )   373 - 375   2005.10

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  • Evaluation of the acetabular cartilage in patients with osteonecrosis of the femoral head who are younger than 50 years

    SAKAI Takashi

    Hip Joint   31 ( 0 )   383 - 385   2005.10

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  • Natural course of osteonecrosis of the femoral head

    NISHII Takashi

    31 ( 0 )   17 - 20   2005.10

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  • Automated preoperative planning for multi-component implants based on leg length evaluation in total hip arthroplasty

    KAGIYAMA Y, NAKAMOTO M, TAKAO M, SATO Y, SUGANO N, YOSHIKAWA H, AKAZAWA K, TADA Y, TAMURA S

    6 ( 3 )   377 - 378   2004.12

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  • 3D CT-based automated preoperative planning system for total hip arthroplasty "AutoImPlan"

    KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SATO Yoshinobu, SUGANO Nobuhiko, YOSHIKAWA Hideki, TADA Yukio, AKAZAWA Kenzo, TAMURA Shinichi

    2004 ( 14 )   302 - 305   2004.11

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    The purpose of our research is to formulate &#039;the 3D CT-based Automated preoperative planning system for total hip arthroplasty(THA)&#039;. Recently advanced intraoperative navigation systems have become popular and that enable us to perform the operations with 2mm and 2degrees accuracy. Therefore objective and accurate preoperative planning of implant size selection and positioning is desirable for THA. In this paper, an automated algorithm for implants size selection and placement in preoperative THA planning is described. An experienced surgeon evaluated that the final solutions obtained using...

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  • Alendronate Treatment for Prevention of Collapse in Osteonecrosis of the Femoral Head : A Preliminary Clinical Study

    NISHII Takashi

    30 ( 0 )   407 - 410   2004.10

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  • Range of hip motion after implantation in total hip arthroplasty for the patients with secondary osteoarthritis

    MIKI Hidenori

    Hip Joint   30 ( 0 )   585 - 587   2004.10

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  • Histological degeneration of the acetabular cartilage in osteonecrosis of the femoral head

    SAKAI Takashi

    Hip Joint   30 ( 0 )   411 - 413   2004.10

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  • A longitudinal quantitative evaluation of lesion size change of osteonecrosis of the femoral head using 3D-MR volume registration

    TAKAO Masaki

    30 ( 0 )   447 - 449   2004.10

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  • Automated preoperative 3D planning of acetabular cup positioning and size selection in total hip arthroplasty using CT data

    KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SATO Yoshinobu, SUGANO Nobuhiko, YOSHIKAWA Hideki, TAMURA Shinichi, AKAZAWA Kenzo, TADA Yukio

    IEICE technical report.   104 ( 90 )   7 - 12   2004.5

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    Objective and accurate preoperative planning of implant size selection and positioning is desirable for total hip arthroplasty (THA). In this paper, an improved algorithm for acetabular cup size selection and placement in automated THA planning is described. The center-edge angle and cup coverage ratio are used to evaluate the fixation strength. In addition, the thickness of anterior, posterior and medial wall out of an acetabular cup were measured so as not to break the acetabular rim and the inner cortex of the pelvis. These factors are newly incorporated into the optimal determination pr...

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  • Automated preoperative 3D planning of acetabular cup positioning and size selection in total hip arthroplasty using CT data

    KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SATO Yoshinobu, SUGANO Nobuhiko, YOSHIKAWA Hideki, TAMURA Shinichi, AKAZAWA Kenzo, TADA Yukio

    IEICE technical report. Welfare Information technology   104 ( 92 )   7 - 12   2004.5

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    Objective and accurate preoperative planning of implant size selection and positioning is desirable for total hip arthroplasty (THA). In this paper, an improved algorithm for acetabular cup size selection and placement in automated THA planning is described. The center-edge angle and cup coverage ratio are used to evaluate the fixation strength. In addition, the thickness of anterior, posterior and medial wall out of an acetabular cup were measured so as not to break the acetabular rim and the inner cortex of the pelvis. These factors are newly incorporated into the optimal determination pr...

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  • Automated preoperative 3D planning of acetabular cup positioning and size selection in total hip arthroplasty using CT data

    KAGIYAMA Yoshiyuki, NAKAMOTO Masahiko, TAKAO Masaki, SATO Yoshinobu, SUGANO Nobuhiko, YOSHIKAWA Hideki, TAMURA Shinichi, AKAZAWA Kenzo, TADA Yukio

    Technical report of IEICE. PRMU   104 ( 88 )   7 - 12   2004.5

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    Objective and accurate preoperative planning of implant size selection and positioning is desirable for total hip arthroplasty (THA). In this paper, an improved algorithm for acetabular cup size selection and placement in automated THA planning is described. The center-edge angle and cup coverage ratio are used to evaluate the fixation strength. In addition, the thickness of anterior, posterior and medial wall out of an acetabular cup were measured so as not to break the acetabular rim and the inner cortex of the pelvis. These factors are newly incorporated into the optimal determination pr...

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  • Accuracy evaluation of 3D-MR volume registration for knee joints

    TAKAO Masaki, SUGANO Nobuhiko, NISHII Takashi, MIKI Hidenobu, KOYAMA Tsuyoshi, SATO Yoshinobu, TAMURA Shinichi, YOSHIKAWA Hideki, OCHI Takahiro

    5 ( 3 )   365 - 366   2003.12

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  • Robot-assisted acetabular reaming for cup placement in total hip arthroplasty

    SUGANO Nobuhiko, NISHII Takashi, MIKI Hidenobu, KOYAMA Tsuyoshi, TAKAO Masaki, YOSHIKAWA Hideki, OCHI Takahiro

    5 ( 3 )   313 - 314   2003.12

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  • Articular cartilage evaluation in the hip joint using bone scintigraphy, MR imaging, and multi-detector row CT arthrography

    NISHII Takashi

    29 ( 0 )   62 - 65   2003.10

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  • Clinical accuracy evaluation of femoral canal preparation using the ROBODOC system

    NISHIHARA Shunsaku

    29 ( 0 )   542 - 544   2003.10

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  • Accuracy of intraoperative limb length measurement in total hip arthroplasty

    ANDO Wataru

    Hip Joint   29 ( 0 )   435 - 437   2003.10

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  • 大腿骨転子下短縮骨きり併用全人工股関節置換術施行患者の三次元歩行解析

    三木 秀宣, 菅野 伸彦, 萩尾 佳介, 高尾 正樹, 西井 孝, 吉川 秀樹, 中村 宣雄

    Hip joint   29   687 - 691   2003.10

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  • Host bone coverage needed for press fit fixation of uncemented porous cup

    TAKAO Masako

    Hip Joint   29 ( 0 )   482 - 484   2003.10

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  • The accuracy evaluation of rigid body registration for the proximal femur on 3D-MRI : a phantom study

    TAKAO Masaki, SUGANO Nobuhiko, NISHII Takashi, MASUMOTO Jun, KISHIDA Yuki, MIKI Hidenobu, NAKMURA Nobuo, SATO Yoshinobu, YOSHIKAWA Hideki, OCHI Takahiro

    4 ( 3 )   175 - 176   2002.12

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  • Mid-term results of hip arthroplasty for idiopathic osteoarthritis of the femoral head

    TAKAO Masaki

    Hip Joint   28 ( 0 )   232 - 235   2002.9

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  • Subtrochanteric femoral shortening osteotomy in total hip arthroplasty for developmental dislocation of the hip

    TAKAO Masaki

    45 ( 5 )   851 - 852   2002.9

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  • Small patella syndromeに伴う膝蓋骨恒久性脱臼にリアライメント手術が有効であった1例

    高尾 正樹, 中田 研, 濱田 雅之, 前 達雄, 吉川 秀樹, 越智 隆弘

    中部日本整形外科災害外科学会雑誌   43 ( 2 )   543 - 544   2000.3

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Presentations

  • Plenary Lecture:Current Status and Future of CAOS in Japan Invited International conference

    Masaki Takao

    CAOS Asia Pacific 2018  2018.5 

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  • Symposium: 15-year Follow-up Outcome of THA using S-ROM Modular System THA with Subtrochanteric Shortening Osteotomy

    Masaki Takao

    130th of Annual Meeting of The Central Japan Association of Orthopaedic Surgery & Traumatology  2018.4 

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  • Educational Lecture: Useful Facts of Computer Assisted Hip Surgery from 3D Planning to Artificial Intelligence Invited

    Masaki Takao

    131st of Annual Meeting of The Central Japan Association of Orthopaedic Surgery & Traumatology  2018.10 

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  • Keynote Lecture:How to Adjust Acetabular Cup Navigation in Pelvic Tilt Invited International conference

    Masaki Takao

    CAOS Asia Pacific 2018  2018.5 

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  • Symposium: AI-Assisted Total Hip Arthroplasty

    Masaki Takao

    27th Annual Congress of Japan Society of Computer Aided Surgery  2018.11 

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  • Basic Knowledge of Hip Joint Biomechanics for Pelvic and Femoral Osteotomies and THA

    Masaki Takao

    The 4th Educational Seminar of Japan Hip Society  2018.10 

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  • Update of Computer Assisted Surgical Treatment for Pelvic Fracture

    Masaki Takao

    The 19th Seminar for Fracture Treatment  2019.2 

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  • Symposium: Current Status and Future of Robot Assisted Total Hip Arthrosplasty

    Masaki Takao

    49th Annual Meeting of the Japanese Society for Replacement Arthroplasty  2019.2 

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  • Symposium: AI-Assisted Automatic Modeling of Musculoskeletal System from CT Data

    Masaki Takao

    132nd of Annual Meeting of The Central Japan Association of Orthopaedic Surgery & Traumatology  2019.4 

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  • Diagnosis and Treatment of Fragile Fracture of Pelvis

    Masaki Takao

    JJ HIP Total Solution Seminar  2019.5 

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  • Educatioanl Lecture: Computer Assisted Orthoapedic Surgery and AI Invited

    Masaki Takao

    The 92nd Annual Meeting of Japan Orthopaedic Society  2019.5 

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  • Noon Time Lecture: THA for Femoral Neck Fracture Invited

    Masaki Takao

    The 45th Annual Meeting of the Japanese Society for Fracture Repair  2019.6 

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  • Panel Discussion: Pelvic and Femoal Coordinate System for Computer Assisted Hip Surgery and Target 3D Acetabular Coverage of Periacetabular Osteotomty for DDH Invited

    Masaki Takao

    The 58th Meeting of Japan Society for Pediatric Hip Surgery  2019.6 

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  • Computer Assisted Treatment of Pelvic Fracture. Invited International conference

    Masaki Takao

    The 41st Annual Meeting of the Royal College of Orthopaedic Surgeons of Thailand (RCOST)  2019.10 

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  • Pelvic tilt in THA Invited International conference

    Masaki Takao

    The 41st Annual Meeting of the Royal College of Orthopaedic Surgeons of Thailand (RCOST)  2019.10 

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  • Symposim: Computer Assisted Hip Preservation Surgery for Osteonecrosis

    Masaki Takao

    The 46th Annual Meeting of Japan Hip Society  2019.10 

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  • Anatomy and Function of Muscles and Capsular Ligament of the Hip

    Masaki Takao

    The 5th Educational Seminar of Japan Hip Society  2019.10 

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  • Guidline of Three-dimensional Evaluation of Total Hip Arthroplasty

    Masaki Takao

    The 9th Annal Meeting of CAOS Japan  2015.3 

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  • Panel Discussion: Coordinate System for Total Hip Arthroplasty

    Masaki Takao

    The 45th of Annual Meeting of the Japanese Society for Replacement Arthroplasty  2015.2 

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  • Panel Discussion 2: Computer Aided Planning in Hip Joint Sugery: 3D Planning of RAO from the Viewopoint of Postoperative Femoral Head Positional Change

    Masaki Takao

    The 124nd Meeting of the Central Japan Association of Orthopaedic Surgery and Traumatology  2015.4 

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  • Characteristics of Soft Tissue Tension in THA Invited

    Masaki Takao

    GREAT EXPECTATIONS 2015  2015.4 

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  • Panel Discussion: Correlation between Soft Tissue Tension and Leg Length and Offset in THA

    Masaki Takao

    The 42nd Annual Meeting of Japan Hip Society  2015.10 

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  • Symposium: Current Status and Future of Hip Preservation Surgery for Early OA; Rorational Acetabular Osteotomy using Navigation

    Masaki Takao

    The 88th Annual Meeting of Japanese Orthopaedic Association  2015.5 

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  • Symposium: Target Acetabuar Coverage of RAO Based on Postoperative ROM Invited

    Masaki Takao

    126th Meeting of the Central Japan Association of Orthopaedic Surgery & Traumatology  2016.4 

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  • Pitfalls when Surgeons Change Surgical Approach from Posterolateral to Anterolateral in THA Invited

    Masaki Takao

    Great Expectations 2016  2016.3 

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  • Symposium: Computer Navigated RAO

    Masaki Takao

    The 89th Annual Meeting of Japanese Orthopaedic Association  2016.5 

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  • Accuracy of Proximal Femoral Osteotomy using Navigation Invited International conference

    Masaki Takao

    13th CAOS Asia Pacific 2016  2016.5 

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  • Panel Discussion: Current Status and Future of CAOS Around the World: CAOS Japan Invited International conference

    Masaki Takao

    16th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery (CAOS2016)  2016.6 

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  • Infection Rates of Computer Navigated Percutaneous Screw Fixation for Pelvic and Acetabular Fractures Invited International conference

    Masaki Takao

    The 1st Asia Bone and Joint Infection Forum Combined with the 70th Annual Congress of the Taiwan Orthopedic Association.  2016.10 

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  • Incidence and Treatment of Periprosthetic Infection in THA at Osaka University Invited International conference

    Masaki Takao

    The 1st Asia Bone and Joint Infection Forum Combined with the 70th Annual Congress of the Taiwan Orthopedic Association  2016.10 

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  • Luncheon Seminar: Updated Anatomical Knowledge of Hip Joint for MIS Generation Invited

    Masaki Takao

    43rd Annual Meeting of Japanese Hip Society  2016.11 

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  • Panel Dicussion: Application of Computer Simulation and Navigation to Treatment of Pelvic and Acetabular Fractures

    Masaki Takao

    43rd Annual Meeting of Japanese Hip Society  2016.11 

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  • Symposium3: History and Current Status of Development of Surgical Robot for Orthopaedic Surgery

    Masaki Takao

    25th Annual Congress of Japan Society of Computer Aided Surgery  2016.11 

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  • Symposium: Rotational Acetabular Osteotomy using Navigation Invited

    Masaki Takao

    44th of Congress of the Japanese Society for Joint Diseases  2016.11 

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  • Panel Discussion: CAS in Digestive, Brain, ENT and Orthopaedic Surgery: Accuracy Evaluation of 3D-fluoroscopic Navigation using Flat Panel Detector C-arm

    Masaki Takao

    The 19th Annual Congress of Japan Society of Computer Aided Surgery  2010.11 

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  • Symposium: Advantages of Computer Navigation in Orthopaedic Surgery: Computer Assisted Hip Surgery

    Masaki Takao

    The 85th Annual Meeting of the Japan Orthopaedic Association  2012.5 

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  • Panel Discussion: Devices in THA: Reliability of Shuck Test in THA

    Masaki Takao

    The 116th Meeting of the Central Japan Association of Orthopaedic Surgery and Traumatology  2011.4 

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  • Special Lecture: CT-3D-Fluoroscopy Matching Navigation System. Its Accuracy and Clinical Application Invited International conference

    Masaki Takao

    Korean Society for Computer-Assisted Orthopedic Surgery  2012.9 

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  • Special Lecture: Computer Assisted Hip Surgery in Osaka University Invited International conference

    Masaki Takao

    Korean Society for Computer-Assisted Orthopedic Surgery  2012.9 

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  • CAS Video Symposium: Collaboration between Medicine and Engineering: Semi-automated CT-based Analysis of Muscle Atrophy for Patients with Hip Osteoarthritis

    Masaki Takao

    The 21st Annual Congress of Japan Society of Computer Aided Surgery  2012.11 

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  • Symposium: Pre- and Postoperative Image Analysis for Dysplastic Hips: Surgical Simulation and Postoperative Evaluation of RAO using 3D-CT

    Masaki Takao

    The 39th Annual Meeting of Japanese Hip Society  2012.12 

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  • Panel Discussion: Novel Lessinvasive Surgery: CT-3D-Fluoscopy Matching Navigation can Enable Less-experienced Surgeon to Perform Percutaneous Iliosacral Screw Fixation Accurately and Safely

    Masaki Takao

    The 21st Annual Congress of Japan Society of Computer Aided Surgery  2012.11 

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  • Symposium: New Approach in Hip Preserving Surgery: Computer Simulation and Navigation of Hip Preserving Surgery

    Masaki Takao

    The 86th Annual Meeting of the Japan Orthopaedic Association  2013.5 

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  • Panel Discussion:Plan and Navigation in THA: A Validation Study of Automated 3D Planning System for THA

    Masaki Takao

    The 43rd of Annual Meeting of the Japanese Society for Replacement Arthroplasty  2013.2 

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  • Panel Discussion: Diagnositic Imaging of Hip Joint Disorders: CT-based Evaluation of Muscle Atrophy and Degeneration of Patients with Hip Osteoarthritis

    Masaki Takao

    The 40th Annual Meeting of Japanese Hip Society  2013.11 

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  • Symposium: Pathophysiology and Basic Research for Osteonecrosis of the Femoral Head: Computer Navigated Transtrochanteric Osteotomy for Osteonecrosis of the Femroal Head

    Masaki Takao

    The 28th Annual Research Meeting of the Japanese Orthopaedic Associaton  2013.10 

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  • Symposium: Optimal Cup Orientation and Pelvic Tilt: What is the Optimal Pelvic Coordinate System as a Reference of Cup Alignment? International conference

    Masaki Takao

    27th Annual Congress of the International Society for Technology in Arthroplasty (ISTA)  2014.9 

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  • Panel Discussion: Femoral Coordinate System for Hip Joint: Femoral Coordinate Systems for THA

    Masaki Takao

    The 8th Annual Meeting of Japanese Society of Computer Assisted Orthopaedic Surgery  2014.3 

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  • Simposium:Trends and Future of Computer Aided Orthopaedic Surgery

    Masaki Takao

    The 23rd Annual Congress of Japan Society of Computer Aided Surgery  2014.11 

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  • Panel Discussion:Rationale for Short Curved Anatomical Stem as the First Choice in Primary THA

    Masaki Takao

    41st Annual Meeting of Japan Hip Society  2014.10 

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    Language:Japanese   Presentation type:Symposium, workshop panel (nominated)  

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  • Panel Discussion: Is It Necessary to Consider Individual Femoral Rotational Position in Preoperative Planning of THA?

    Masaki Takao

    44th Annual Meeting of Japanese Hip Society  2017.10 

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    Language:Japanese   Presentation type:Symposium, workshop panel (nominated)  

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  • Symposium: Characteristics of Soft Tissue Tension in THA

    Masaki Takao

    47th Annual Meeting of the Japanese Society for Replacement Arthroplasty  2017.2 

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    Language:Japanese   Presentation type:Symposium, workshop panel (nominated)  

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  • Symposium: Inteligent Surgery based on Multidimentional Computational Musculoskeletal Anatomy

    Masaki Takao

    26th Annual Congress of Japan Society of Computer Aided Surgery  2017.10 

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    Language:Japanese   Presentation type:Symposium, workshop panel (nominated)  

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  • Luncheon Seminar: CAOS in the Era of AI, Big Data, and Autonomous Cars

    Masaki Takao

    12nd Annual Meeting of the Japanese Society for Computer Assisted Orthopaedic Surgery  2018.3 

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    Language:Japanese   Presentation type:Public lecture, seminar, tutorial, course, or other speech  

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  • Symposium: Pelvic Tilt of DDH

    Masaki Takao

    The 47th Japanese Society for Joint Diseases  2019.11 

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    Language:Japanese  

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  • Luncheon Seminar: Needs and Seeds in Hip Joint Biomechanics Invited

    Masaki Takao

    44th Annual Meeting of the Japanese Society for Clincial Biomechanics  2017.11 

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    Language:Japanese   Presentation type:Public lecture, seminar, tutorial, course, or other speech  

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Awards

  • The 25th Taisyo Toyama Award

    2014.10   Japan Hip Society   3D-CT-based Analysis of Muscle Atrophy and Degeneration of Patients with Hip Disease

    Masaki Takao

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  • Young Investigator Award

    2012.11   The 21st Annual Congress of Japan Society of Computer Aided Surgery  

    Masaki Takao

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  • The Best Poster Award

    2004   The 18th International Congress on Computer Assisted Radiology and Surgery  

    Masaki Takao

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  • The Best Paper Award

    2003   The 12th Annual Congress of Japan Society of Computer Aided Surgery  

    Masaki Takao

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Research Projects

  • エピゲノムを介した骨棘形成と変形性膝関節症発症メカニズムの解明

    2023.4 - 2026.3

    日本学術振興会  科学研究費助成事業  基盤研究(C)

    忽那 辰彦, 城野 明裕, 今井 祐記, 柳原 裕太, 高尾 正樹

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    Grant amount:\4810000 ( Direct Cost: \3700000 、 Indirect Cost:\1110000 )

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  • Four-dimensional Recognition of Musculoskeletal Movement for Patients with Artificial Joints

    2020.4 - 2023.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

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    Grant amount:\18200000 ( Direct Cost: \14000000 、 Indirect Cost:\4200000 )

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  • Pathophysiology of osteonecrosis of the femoral head necrosis secondary to autoimmune diseases

    2020.4 - 2023.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

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    Grant amount:\4420000 ( Direct Cost: \3400000 、 Indirect Cost:\1020000 )

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  • Decision support for total hip arthroplasty surgery by integration of deep learning, simulations, and statistical models

    2019.4 - 2023.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A)  Grant-in-Aid for Scientific Research (A)

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    Grant amount:\45240000 ( Direct Cost: \34800000 、 Indirect Cost:\10440000 )

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  • Analysis of Hip Biomechanics in the Standing Position using the Upright 3D-MRI Scanner

    2018.4 - 2023.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)  Grant-in-Aid for Scientific Research (C)

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    Grant amount:\4290000 ( Direct Cost: \3300000 、 Indirect Cost:\990000 )

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  • Estimation of patient-specific muscle fiber arrangement using clinical CT and statistical modeling of the fiber arrangement

    2016.4 - 2019.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)  Grant-in-Aid for Scientific Research (C)

    OTAKE Yoshito, SATO Yoshinobu, TAKAGI Shu

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    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

    We aimed at in-vivo measurement of muscle fiber arrangement in skeletal muscles from patient-specific CT. Conventionally, the in-vivo muscle fiber analysis is limited to diffusion tensor MRI and ultrasound images. This study explored a third method using CT in order to allow much larger field-of-view and apply to broader clinical applications. We created a high-fidelity 3D muscle fiber template from cryo-section images derived from cadavers. Then, we developed a robust registration algorithm that non-rigidly register the template to CT images to estimate the patient-specific muscle fiber arrangement. The estimated results were quantitatively evaluated by CT image of the cadaver. The developed algorithm was applied to a large-scale database of clinical CT and variation in the muscle fiber arrangements was analyzed. The muscle fiber arrangements can be applied in biomechanical simulation in orthopedic surgery, rehabilitation medicine, as well as ergonomic design in industry, and so on.

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  • Development of training-data-circulation-typed surgical assistant framework using medical big data and newly defined surgical information data format including pre- and post-operative data

    2015.4 - 2018.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (B)  Grant-in-Aid for Young Scientists (B)

    KAGIYAMA Yoshiyuki, TAKAO Masaki, SATO Yoshinobu, OTAKE Yoshito

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    Grant amount:\4160000 ( Direct Cost: \3200000 、 Indirect Cost:\960000 )

    The purpose of this study is to develop a surgical information management method including pre- and post-operative data for total hip replacement and training-data-circulation-typed surgical assistant system using medical big data. In this study, we defined XML data format which is able to handle many patients' data and implants data efficiently, and developed the surgical assistant system which equips exchangeable traning-data-set module and post-operative evaluation. In the experiments of pre-operative phase, 100 cases were applied to the proposed system and several surgical criteria of the optimal plans were compared with surgeon's plans. As a result, one criterion was significantly better than the surgeon's and all the others were almost equivalent. In the experiments of post-operative phase, 19 cases were applied for automated estimation of implant positions and we confirmed the highly accurate determination. We considered that the results showed the usefulness of the system.

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  • Fundamental Technologies for Integration of Function and Pathology in Multidisciplinary Computational Anatomy

    2014.7 - 2019.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

    SATO Yoshinobu, Armand Mehran, Westin Carl-Fredrik, Zheng Guoyan, Zoroofi Reza A., Prince Jerry L.

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    Grant amount:\102830000 ( Direct Cost: \79100000 、 Indirect Cost:\23730000 )

    In this research, the integration of functional and pathological aspects is especially focused on. Because the multiscale and temporal aspects are closely related to function and pathology. This research is also related to these aspects. We addressed three approaches on functional and pathological integration into computational anatomy models as follows.
    (1) High fidelity anatomy modelling for functional simulations: We develop methodologies for high fidelity modelling from the cadaveric data and its reconstruction from clinical images. We demonstrated its usefulness especially for musculoskeletal anatomy. (2) Functioning anatomy modelling: Focusing on the musculoskeletal anatomy, dynamic anatomy is investigated while the musculoskeletal system is functioning. (3) Multimodal anatomy modelling: Anatomy-based functional and pathological predictive models are constructed, in which different modalities of functional and pathological data are associated.

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  • Development of Super Brain System for Total Joint Arthroplasty

    2013 - 2016

    The Japan Society for the Promotion of Science  Grant-in-Aid for Scientific Research (A)  基盤研究(A)

    Yoshinobu Sato

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    Grant type:Competitive

    Grant amount:\15990000 ( Direct Cost: \12300000 、 Indirect Cost:\3690000 )

    We developed automated preoperative planning systems from bone anatomy models, especially focusing on total hip arthroplasty (THA). In order to optimize both anatomical compatibility and joint functionalities from different aspects, the frameworks of multi-objective optimization and Bayesian estimation were adopted. A statistical surgical case model is constructed, and the problem is formulated as fitting the patient data with the statistical model. The formulation was generalized so as to deal with different types of the femoral stem implants and 2D X-ray images as input patient data (without 3D CT images). Further, the system was shown to be useful for other parts of bones and joints. Finally, we showed potential usefulness of fully automated preoperative planning of THA directly from CT images by combining both automation of CT segmentation and preoperative planning towards clinical applications.

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  • Development of A Comprehensive System for Assessment of Sarcopenia, Osteoporosis and Joint Dysfunction

    2013 - 2016

    JST and ETHZ  FY2013 Strategic International Research Cooperative Program Japanese-Swiss Research Exchange Projects 

    Masaki Takao

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    Authorship:Principal investigator  Grant type:Competitive

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    J-GLOBAL

  • Fast prediction method for stress state of joint components based on statistical atlas in preoperative surgical planning

    2012.4 - 2015.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Young Scientists (B)

    KAGIYAMA Yoshiyuki, TAKAO Masaki, SATO Yoshinobu, OTOMARU Itaru, YOKOTA Futoshi, NAKANISHI Yuki

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    Grant amount:\4290000 ( Direct Cost: \3300000 、 Indirect Cost:\990000 )

    The purpose of this study is to predict the stress state of a bone and an implant with statistical atlas for total hip replacement. We generated a prediction atlas of the stress state of a pelvis and an implant with various spatial relations. This prediction atlas is corresponded to position of the implant and implanted pelvis with predicting the stress of them. In the experiment, we performed leave-one-out cross validation with 20 candidates and obtained the results that average difference of stress state did not exceed 20% of original value. We also constructed a planning atlas with various criteria to ensure the best-balance of them. In the evaluation with 45 patients, the number of the plans which obtained at least one criterion, considered as an outlier according to 1.5 times the interquartile range based on the surgeon's plan, were 16 and 2 cases in the single implant plan and the optimal plan, respectively. We considered that these showed a usefulness of the proposed methods.

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  • Clinical application of intraoperative 3D x-ray images and development of next generation navigation system.

    2010.4 - 2013.3

    The Japan Society for the Promotion of Science  No. 22791377, Grant-in-Aid for Young Scientists (B) 

    Masaki Takao

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    Authorship:Principal investigator  Grant type:Competitive

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  • Clinical application of intraoperative 3D x-ray images and development of next generation navigation system

    2010 - 2012

    Ministry of Education, Culture, Sports, Science and Technology  Grants-in-Aid for Scientific Research(若手研究(B))  若手研究(B)

    Takao MASAKI

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    Authorship:Principal investigator  Grant type:Competitive

    Grant amount:\4290000 ( Direct Cost: \3300000 、 Indirect Cost:\990000 )

    First, we compared three-dimensional skeletal image quality of a mobile C-arm equipped with a flat panel detector with that of a mobile C-arm equipped with an image intensifier using a dry femoral bone with metal wires.The flat panel detector-equipped C-arm provided higher quality 3D images of a dry femoral bone regardless of presence of metal wires. Second, we developed the new navigation system or the CT -3D-fluoroscopic matching navigation system and applied it to the pelvic and femoral regions. The mean target registration error over the pelvis was 0.8 mm with the imaging center on the ilium. The mean target registration error over the proximal femur was 1.1 mm with the imaging center on the femoral shaft at the level of the lesser trochanter, Third, we performed a surgical simulation study in order to determine whether 3D-fluoroscopic navigation combined with a preoperative CT -based plan could enable surgeons to perform safe and reliable iliosacral screw in sertion. The CT-3D-fluoroscopy matching navigation system reduced the malposition rate of percutaneous iliosacral screw insertion even when performed by less experienced surgeons.Finally, we applied the CT-3D-fluoroscopy matching navigation system for treatment of pelvic ring fractures and arthroscopic treatment. The use of our navigation system was advantageous in terms of less invasiveness, accuracy and safety especially in technical demanding procedures.

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  • Development of license-free platform for image analysis of joint diseases to standardize medical diagnosis technologies

    2010 - 2012

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    NISHII Takashi, NAKATA Ken, TANAKA Hisashi, MURSE Kenya, KURODA Kagayaki, SUGANO Nobuhiko, YAMAZAKI Youichi, SAKAI Takashi, TAKAO Masaki

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    Grant amount:\18330000 ( Direct Cost: \14100000 、 Indirect Cost:\4230000 )

    In this project, we aimed to develop sensitive and reproducible technologies for assessment of two - or three - dimensional joint imaging, and to provide those technologies in public in order to establish the standard analyzing tool among the majority of medical physicians. Various analyzing softwares for plain radiographs, static and loading MRI, and CT arthrography of hip and knee joints were developed, and the accuracy and clinical usefulness of the softwares were investigated among normal volunteers and patients with knee or hip osteoarthritis. Those softwares were provided as the free - license tools via the home pages for widespread use among many associated physicians.

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  • Quatitative Evaluation of Soft Tissue Tension around Artificial Hip Joint

    2009.4 - 2010.3

    Japanese Hip Joint Foundation  A Research Grant from the Hip Joint Foundation of Japan 

    Masaki Takao

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    Authorship:Principal investigator  Grant type:Competitive

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