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Computer-aided Automated and Quantitative ACL Reconstruction Surgery Optimization based on MR Image Analysis

Research Project

Project/Area Number 26462315
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Orthopaedic surgery
Research InstitutionUniversity of Hyogo

Principal Investigator

KOBADHI SYOJI  兵庫県立大学, 工学研究科, 准教授 (00332966)

Co-Investigator(Kenkyū-buntansha) 吉矢 晋一  兵庫医科大学, 医学部, 教授 (00201070)
中山 寛  兵庫医科大学, 医学部, 助教 (20461056)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords前十字靭帯再建術 / MRI画像 / 正側面擬似単純X線像 / Blumensaat's line / 前内側線維束 / 後外側線維束 / 正側面疑似単純X線像 / 前内側繊維束 / 後外側繊維束 / 計算機整形外科手術支援 / 前十字靭帯 / MRI画像解析 / コンピュータ手術支援 / ソフトコンピューティング / MRI画像解析
Outline of Final Research Achievements

This study proposed a fully-automated synthesis method of lateral pseudo X-ray radiograph image. Then, it automatically detects Blumensat's line, and predict attachment positions of anterior-medial bundle (AMB) and posterior-lateral bundle (PLB). 3-D position of AMB and PLB are estimated by back-projection to 3-D bonny surface.
The proposed method has been applied to 10 subjects who are extracted randomly from 100 subjects in SKI10 dataset. Experimental results validated that the proposed method detected attachment position of AMB.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (17 results)

All 2016 2015 2014 Other

All Journal Article (5 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 3 results,  Open Access: 3 results) Presentation (11 results) (of which Int'l Joint Research: 3 results) Remarks (1 results)

  • [Journal Article] Lateral Direction Estimation Method in Knee MRI for Anterior Cruciate Ligament Reconstruction2016

    • Author(s)
      K. Morita, S. Kobashi, K. Kashiwa, H. Nakayama, S. Kambara, M. Morimoto, S. Yoshiya, and S. Aikawa
    • Journal Title

      Japanese Journal of Clinical Biomechanics

      Volume: 37 Pages: 193-198

    • NAID

      40020964135

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Clinical big image data based Pre-Operative Planning in ACL Reconstruction2016

    • Author(s)
      K. Morita, M. Nii, S. Kambara, K. Kashiwa, H. Nakayama, S. Yoshiya, and S. Kobashi
    • Journal Title

      Int. Conf. on Machine Learning and Cybernetics (ICMLC)

      Volume: - Pages: 19-23

    • DOI

      10.1109/icmlc.2016.7860871

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Blumensaat's line detection for Quadrant method on MR images2016

    • Author(s)
      K. Morita, S. Kobashi, K. Kashiwa, H. Nakayama, S. Kambara, M. Morimoto, S. Yoshiya and S. Aikawa
    • Journal Title

      Proc. 2016 IEEE Int. Conf. on Fuzzy Systems

      Volume: - Pages: 2144-2149

    • DOI

      10.1109/fuzz-ieee.2016.7737957

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Juvenile osteochondritis dissecans in the lateral femoral condyle requiring osteochondral autograft as a revision procedure: a case report2016

    • Author(s)
      Kanto R, Nakayama H, Iseki T, Yoshiya S
    • Journal Title

      J Med Case Rep

      Volume: 10 Issue: 1 Pages: 3-3

    • DOI

      10.1186/s13256-015-0795-1

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Computer-aided Surgical Planning of Anterior Cruciate Ligament Reconstruction in MR Images2015

    • Author(s)
      K. Morita, S. Kobashi, K. Kashiwa, H. Nakayama, S. Kambara, M. Morimoto, S. Yoshiya, and S. Aikawa
    • Journal Title

      Procedia Computer Science

      Volume: 60 Pages: 16591667-16591667

    • DOI

      10.1016/j.procs.2015.08.276

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 3次元断層MR画像を用いたQuadrant法による統計的標準骨孔開口位置推定2016

    • Author(s)
      盛田健人, 新居学, 神原俊一郎, 柏薫里, 中山寛, 吉矢晋一, 小橋昌司
    • Organizer
      第43回日本臨床バイオメカニクス学会
    • Place of Presentation
      札幌
    • Year and Date
      2016-10-08
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ACL 再建術のための 3 次元 MR 画像への Quadrant 法の適用2016

    • Author(s)
      盛田健人, 小橋昌司, 柏 薫里, 中山 寛, 神原俊一郎, 森本雅和, 吉矢晋一, 相河聡
    • Organizer
      システム制御情報学会研究発表講演会
    • Place of Presentation
      京都
    • Year and Date
      2016-05-25
    • Related Report
      2016 Annual Research Report
  • [Presentation] ACL再建術のための疑似単純X線像を用いたBlumensaat's line自動検出法2016

    • Author(s)
      盛田健人, 小橋昌司, 柏 薫里, 中山 寛, 神原俊一郎, 森本雅和, 吉矢晋一, 相河 聡,
    • Organizer
      メディカルイメージング連合フォーラム
    • Place of Presentation
      沖縄県那覇ぶんかテンブス館(沖縄県那覇市)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Research-status Report
  • [Presentation] Pseudo Lateral Radiograph Synthesis Method for Computer-aided Surgical Planning of Anterior Cruciate Ligament Reconstruction2015

    • Author(s)
      K. Morita
    • Organizer
      7th International Conference on Emerging Trends in Engineering & Technology
    • Place of Presentation
      神戸国際会議場(兵庫県神戸市)
    • Year and Date
      2015-11-18
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] ACL再建術のための膝MR画像からの正側面疑似単純X線像作成法2015

    • Author(s)
      盛田健人, 小橋昌司, 柏薫里, 中山寛, 神原俊一郎, 森本雅和, 吉矢晋一, 相河聡,
    • Organizer
      第42回日本臨床バイオメカニクス学会
    • Place of Presentation
      ソラシティカンファレンスセンター(東京都千代田)
    • Year and Date
      2015-11-13
    • Related Report
      2015 Research-status Report
  • [Presentation] ACL再建術におけるMR画像を用いた術前計画法2015

    • Author(s)
      盛田健人, 小橋昌司, 柏薫里, 中山寛, 神原俊一郎, 森本雅和, 吉矢晋一, 相河聡
    • Organizer
      第31回ファジィシステムシンポジウム
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2015-09-02
    • Related Report
      2015 Research-status Report
  • [Presentation] Magnetic Resonance Image Analysis for Computer-Aided Anterior Cruciate Ligament Reconstruction Procedure2015

    • Author(s)
      Syoji Kobashi, Yuki Matsuo, Kaori Kashiwa, Hiroshi Nakayama, Shunichiro Kambara, Shinichi Yoshiya, Naotake Kamiura
    • Organizer
      Computer Assisted Radiology and Surgery
    • Place of Presentation
      バルセロナ(スペイン)
    • Year and Date
      2015-06-24 – 2015-06-27
    • Related Report
      2014 Research-status Report
  • [Presentation] Magnetic Resonance Image Analysis for Computer Aided Procedure of Anterior Cruciate Ligament Reconstruction2015

    • Author(s)
      S. Kobashi, Y. Matsuo, K. Kashiwa, H. Nakayama, S. Kambara, S. Yoshiya, and N. Kamiura
    • Organizer
      Computer Assisted Radiology and Surgery
    • Place of Presentation
      スペイン・バルセロナ
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] ACL 再建術における 3 次元画像解析の応用 -大腿骨骨孔作成位置と方向の検討-2014

    • Author(s)
      松尾友貴, 小橋昌司, 柏 薫里, 中山 寛, 神原俊一郎, 吉矢晋一, 上浦尚武
    • Organizer
      第41回日本臨床バイオメカニクス学会
    • Place of Presentation
      奈良県新公会堂(奈良県奈良市)
    • Year and Date
      2014-11-21 – 2014-11-22
    • Related Report
      2014 Research-status Report
  • [Presentation] Outside-in 法による二重束ACL再建膝の大腿骨側骨孔に対する3次元CTを用いた解 析2014

    • Author(s)
      神原俊一郎、山口基、佐々木謙、松本彰生、井石智也、中山寛、柏薫里、吉矢晋一
    • Organizer
      Outside-in 法による二重束ACL再建膝の大腿骨側骨孔に対する3次元CTを用いた解 析
    • Place of Presentation
      奈良県新公会堂(奈良県奈良市)
    • Year and Date
      2014-11-21 – 2014-11-22
    • Related Report
      2014 Research-status Report
  • [Presentation] 二重束ACL再建膝の後外側線維大腿骨骨孔に対する3次元CTを用い た解析ー経ポータル法とOutside-in法の比較ー2014

    • Author(s)
      神原俊一郎、山口基、佐々木謙、松 本彰生、井石智也、中山寛、柏薫里、吉矢晋一
    • Organizer
      第6回日本関節鏡・膝・スポーツ整形外科学会
    • Place of Presentation
      広島国際会議場(広島県広島市)
    • Year and Date
      2014-07-24 – 2014-07-26
    • Related Report
      2014 Research-status Report
  • [Remarks]

    • URL

      https://sites.google.com/site/syojikobashij/

    • Related Report
      2016 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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