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Testing the validity of coordinate-dependent analysis of human movement and developing a coordinate-free alternative method

Research Project

Project/Area Number 17H02151
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Sports science
Research InstitutionKyoto University

Principal Investigator

Pataky Todd  京都大学, 医学研究科, 准教授 (70571272)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥17,940,000 (Direct Cost: ¥13,800,000、Indirect Cost: ¥4,140,000)
Fiscal Year 2019: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2018: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2017: ¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Keywordsスポーツ科学 / 応用統計 / 三次元ヒト運動解析 / 関節形態及び機能 / バイオメカニクス / 三次元運動 / 膝関節運動 / 膝関節 / 統計パラメトリックマッピング / ヒト三次元運動解析
Outline of Final Research Achievements

During this research project the principal investigator, together with the research collaborators, published a total of nine peer-reviewed scientific papers in international journals. We are additionally preparing a major paper that summarizes the major novel scientific findings, that we intend to submit in late 2020. We presented various aspects of this work at 8 international conferences and one domestic conference, including an invited seminar and an invited workshop at a major international conference.

Also during this research project, our team developed various software tools for managing, processing and analyzing complex three-dimensional data. We have made all software tools available to the public under permissive open-source licenses. Last, after publishing our major paper, we intend to make both anonymized data and relevant software tools available to the public, so that other researchers can verify our results and/or pursue other research goals.

Academic Significance and Societal Importance of the Research Achievements

提案の座標系フリー法が他分野(特にニューロイメージング)において革命をも たらしたように,本研究はヒト運動科学の分野において革命的な発展になることが予想できる.提案する座標系フリー法がヒト運動に関する我々の理解度を意義深く前進させるため,本研究はいずれ,運動障害の診断・治療,人工関節のデザイン,そして老人転倒防止手法等のような社会の大きなヒト動作に関する問題を全て改良する.従って,これらは社会 に及ぼす経済的負担を軽減し,社会の健康・幸福を向上させる.

Report

(3 results)
  • 2019 Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (17 results)

All 2019 2018 Other

All Int'l Joint Research (2 results) Journal Article (7 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 7 results,  Open Access: 1 results) Presentation (8 results) (of which Int'l Joint Research: 8 results,  Invited: 2 results)

  • [Int'l Joint Research] Cleveland Clinic(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Western Australia(オーストラリア)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] On the validity of statistical parametric mapping for nonuniformly and heterogeneously smooth one-dimensional biomechanical data2019

    • Author(s)
      Pataky TC, Vanrenterghem J, Robinson MA, Liebl D
    • Journal Title

      Journal of Biomechanics

      Volume: (accepted) Pages: 1-1

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Foot pressure distribution in white rhinoceroses (Ceratotherium simum) during walking2019

    • Author(s)
      Panagiotopoulou O, Pataky TC, Hutchinson JR
    • Journal Title

      Peer J

      Volume: (in press) Pages: 1-1

    • DOI

      10.7287/peerj.preprints.27365v1

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Bayesian inverse kinematics vs. least-squares inverse kinematics in estimates of planar postures and rotations in the absence of soft tissue artifact2019

    • Author(s)
      Pataky TC, Vanrenterghem J, Robinson MA
    • Journal Title

      Journal of Biomechanics

      Volume: 82 Pages: 324-329

    • DOI

      10.1016/j.jbiomech.2018.11.007

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Smoothing can systematically bias small samples of one-dimensional biomechanical continua2019

    • Author(s)
      Pataky TC, Vanrenterghem J, Robinson MA, Challis JH
    • Journal Title

      Journal of Biomechanics

      Volume: 82 Pages: 330-336

    • DOI

      10.1016/j.jbiomech.2018.11.002

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A force profile analysis comparison between functional data analysis, statistical parametric mapping and statistical non-parametric mapping in on-water single sculling2018

    • Author(s)
      Warmenhoven John、Harrison Andrew、Robinson Mark A.、Vanrenterghem Jos、Bargary Norma、Smith Richard、Cobley Stephen、Draper Conny、Donnelly Cyril、Pataky Todd
    • Journal Title

      Journal of Science and Medicine in Sport

      Volume: 21 Issue: 10 Pages: 1100-1105

    • DOI

      10.1016/j.jsams.2018.03.009

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A computational framework for estimating statistical power and planning hypothesis-driven experiments involving one-dimensional biomechanical continua2018

    • Author(s)
      Pataky Todd C.、Robinson Mark A.、Vanrenterghem Jos
    • Journal Title

      Journal of Biomechanics

      Volume: 66 Pages: 159-164

    • DOI

      10.1016/j.jbiomech.2017.09.031

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The role of pelvis-thorax coupling in controlling within-golf club swing speed2018

    • Author(s)
      Lamb Peter F.、Pataky Todd C.
    • Journal Title

      Journal of Sports Sciences

      Volume: 36 Issue: 19 Pages: 2164-2171

    • DOI

      10.1080/02640414.2018.1442287

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] A novel strategy for determination of a functional knee joint coordinate system2019

    • Author(s)
      Nagle TF, Pataky TC, Gillespie C, Erdemir A, Colbrunn R
    • Organizer
      Annual Meeting of the Orthopaedic Research Society
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Jerk-related perceptions of kinematic naturalness in simulated robot grasping2019

    • Author(s)
      Hirose J, Nishikawa A, Pataky TC
    • Organizer
      40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Statistical parametric mapping: one extra parameter to generalize classical hypothesis testing to continuum analysis2019

    • Author(s)
      Pataky TC
    • Organizer
      CRoNoS Meeting & Workshop on Multivariate Data Analysis
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Butterworth filtering yields systematically biased 1D trajectories2018

    • Author(s)
      Todd PATAKY
    • Organizer
      8th World Congress of Biomechanics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Testing the statistical validity of separate-component analysis of vectors: ground reaction forces during gait.2018

    • Author(s)
      Todd PATAKY
    • Organizer
      XV International Symposium on 3-D Analysis of Human Movement
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Butterworth filtering yields systematically biased 1D trajectories2018

    • Author(s)
      Pataky TC, Vanrenterghem J, Robinson MA, Challis JH
    • Organizer
      8th World Congress of Biomechanics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Testing the statistical validity of separate-component analysis of vectors: ground reaction forces during gait2018

    • Author(s)
      Pataky TC, Wier GJ, Vanrenterghem J, Robinson MA, Donnelly JC
    • Organizer
      XV International Symposium on 3-D Analysis of Human Movement
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Advanced statistical analysis of biomechanical time series: PCA, FDA, SPM2018

    • Author(s)
      Warmenhoven J, Harrison AJ, Robinson MA, Vanrenterghem, Pataky TC
    • Organizer
      World Congress on Biomechanics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited

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Published: 2017-04-28   Modified: 2025-01-30  

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