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The evaluation method of the condition in walking rehabilitation using implicitly knowledge for the patient given a total knee arthroplasty

Research Project

Project/Area Number 26730118
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionUniversity of Yamanashi

Principal Investigator

MAKINO koji  山梨大学, 総合研究部, 助教 (60560159)

Research Collaborator NAKAMURA Masahiro  市立甲府病院, 整形外科, 医師
OHMORI Hidenori  市立甲府病院, リハビリテーション室, 理学療法士
HANAGATA Yoshinobu  市立甲府病院, リハビリテーション室, 理学療法士
UEDA Shohei  市立甲府病院, リハビリテーション室, 理学療法士
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsリハビリテーション / 暗黙知 / 自己組織化マップ / 重心動揺 / モーションキャプチャ / 診断システム / 全人工膝関節置換術 / 自動膝伸展不全
Outline of Final Research Achievements

It has been considered that the system is developed to evaluate the recovery condition of the patient given the surgery of the Total Knee Arthroplasty in the walking rehabilitation. It is necessary not only to measure the gait motion, but also to consider the implicitly knowledge of the physical therapist. Therefore, the points that are focused on by the physical therapist in the walking rehabilitation are investigated using the result of the motion capture and the trajectory of the gravity center fluctuation on the sole. From this, it is clear that the motion of the heel and the knee and the time variant of the gravity center fluctuation are important. We measure these motion in the walking rehabilitation and analyze them using Self-Organized Map. As a result, the system to evaluate the recovery condition on the Self-Organized Map is developed.

Report

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

    (9 results)

All 2016 2015 2014 Other

All Presentation (8 results) (of which Int'l Joint Research: 4 results) Remarks (1 results)

  • [Presentation] Automatic rehabilitation of the Extension Lag using the developed knee assistive instrument2016

    • Author(s)
      Koji Makino, Kyoko Aoki, Masahiro Nakamura, Hidenori Omori, Yoshinobu Hanagata, Shohei Ueda, Kazuyoshi Ishida, Hidetsugu Terada
    • Organizer
      The 9th International Conference on Human System Interaction (HSI2016)
    • Place of Presentation
      Portsmouth , UK
    • Year and Date
      2016-07-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comparison between Evaluation of the Gravity Center Fluctuation and Analysis of the motion of the Leg2016

    • Author(s)
      Koji Makino, Masahiro Nakamura, Hidenori Omori, Yoshinobu Hanagata, Shohei Ueda, Kyosuke Nakagawa, Kazuyoshi Ishida, Hidetsugu Terada
    • Organizer
      Proceedings of the 2016 IEEE International Conference on Industrial Technology (ICIT 2016)
    • Place of Presentation
      TAIWAN
    • Year and Date
      2016-04-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 動画を用いた歩行計測手法による膝の動きの評価比較2015

    • Author(s)
      中川喬介、牧野浩二、中村祐敬、大森英功、植田祥平、北野雄大、寺田 英嗣
    • Organizer
      第16回システムインテグレーション部門講演会
    • Place of Presentation
      名古屋国際会議場(愛知、名古屋)
    • Year and Date
      2015-12-14
    • Related Report
      2015 Research-status Report
  • [Presentation] 能動膝アシスト装具を用いた自動伸展不全リハビテーションスムの開発2015

    • Author(s)
      青木今日子、牧野浩二、中村祐敬、大森英功、花形悦伸、植田祥平、寺田 英嗣
    • Organizer
      第16回システムインテグレーション部門講演会
    • Place of Presentation
      名古屋国際会議場(愛知、名古屋)
    • Year and Date
      2015-12-14
    • Related Report
      2015 Research-status Report
  • [Presentation] Evaluation method of degree of functional recovery on walking rehabilitation based on self-organizing map2015

    • Author(s)
      Koji Makino, Masahiro Nakamura, Hidenori Omori, Shohei Ueda, Hidetsugu Terada
    • Organizer
      Industrial Electronics Society, IECON 2015 - 41st Annual Conference of the IEEE
    • Place of Presentation
      Pacifico Yokohama(Yokohama, JAPAN)
    • Year and Date
      2015-11-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Gait analysis using Gravity-Center Fluctuation of the sole at walking based on Self-Organizing Map2015

    • Author(s)
      Koji Makino, Masahiro Nakamura, Hidenori Omori, Hidetsugu Terada
    • Organizer
      2015 IEEE 24th International Symposium on Industrial Electronics (ISIE)
    • Place of Presentation
      Hotel Atlantico Buzios(Buzios, BRAZIL)
    • Year and Date
      2015-06-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Kinectを用いたリハビリテーション用の歩行計測精度2014

    • Author(s)
      牧野浩二, 中川喬介,大森 英功,中村祐敬,寺田英嗣
    • Organizer
      第15回 計測自動制御学会 システムインテグレーション部門講演会
    • Place of Presentation
      東京都・江東区
    • Year and Date
      2014-12-15 – 2014-12-17
    • Related Report
      2014 Research-status Report
  • [Presentation] Kinectによる歩容動作計測のための設置位置2014

    • Author(s)
      牧野浩二,中川喬介,大森英功,中村祐敬,寺田 英嗣
    • Organizer
      第34回日本生体医工学会甲信越支部大会
    • Place of Presentation
      山梨県・甲府市
    • Year and Date
      2014-10-18
    • Related Report
      2014 Research-status Report
  • [Remarks] 山梨大学 研究者総覧 - 牧野浩二

    • URL

      http://erdb.yamanashi.ac.jp/rdb/A_DispDetail.Scholar?fid=0&id=09EC7A5C90BC6281

    • Related Report
      2016 Annual Research Report

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

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