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Yamashina Shunsuke  山科 俊輔

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Researcher Number 20911233
Other IDs
Affiliation (Current) 2026: 島根大学, 学術研究院医学・看護学系, 助教
Affiliation (based on the past Project Information) *help 2024: 島根大学, 学術研究院医学・看護学系, 助教
2021 – 2023: 広島大学, 人間社会科学研究科(総), 研究員
Review Section/Research Field
Principal Investigator
Basic Section 59010:Rehabilitation science-related / 0909:Sports sciences, physical education, health sciences, and related fields
Keywords
Principal Investigator
マーカレスモーションキャプチャシステム / 機械学習 / 歩行パターン / 変形性膝関節症 / 歩行データ / 重症度 / 評価 / 慣性センサー / 予測 / 予後 / 身体活動量
  • Research Projects

    (2 results)
  • Research Products

    (3 results)
  •  A machine learning model to assess the presence and severity of knee osteoarthritis based on gait data featuresPrincipal Investigator

    • Principal Investigator
      山科 俊輔
    • Project Period (FY)
      2023 – 2026
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 59010:Rehabilitation science-related
    • Research Institution
      Shimane University
      Hiroshima University
  •  Development of a method for evaluation of abnormality gait patterns in patients with knee osteoarthritis using machine learningPrincipal Investigator

    • Principal Investigator
      Yamashina Shunsuke
    • Project Period (FY)
      2021 – 2022
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Review Section
      0909:Sports sciences, physical education, health sciences, and related fields
    • Research Institution
      Hiroshima University

All 2023 2022

All Journal Article Presentation

  • [Journal Article] Abnormal Gait Pattern Examination Screening for Physical Activity Level after One Year in Patients with Knee Osteoarthritis2023

    • Author(s)
      Yamashina Shunsuke、Harada Kazuhiro、Tanaka Ryo、Inoue Yu
    • Journal Title

      Journal of Functional Morphology and Kinesiology

      Volume: 8 Issue: 1 Pages: 24-24

    • DOI

      10.3390/jfmk8010024

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K21255
  • [Presentation] スマートフォンカメラで撮影した歩行動画の解析による変形性膝関節症の重症度の判別可能性2023

    • Author(s)
      山科俊輔,田中亮,井上優,山崎諒
    • Organizer
      日本基礎理学療法学会
    • Data Source
      KAKENHI-PROJECT-23K16611
  • [Presentation] Relationship between observation-based gait abnormality assessment and physical activity after one year in patients with knee osteoarthritis2022

    • Author(s)
      Yamashina S, Harada K, Tanaka R, Inoue Y
    • Organizer
      International Society of Physical and Rehabilitation Medicine 2022
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21255

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