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2017 Fiscal Year Annual Research Report

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

Research Project

Project/Area Number 17H02151
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
Keywordsバイオメカニクス / 応用統計 / 統計パラメトリックマッピング / ヒト三次元運動解析 / 膝関節運動
Outline of Annual Research Achievements

In 2018 I published five papers related to this study in international journals, three at the Journal of Biomechanics (IF=2.431), one at Journal of Science and Medicine in Sport (IF=3.929), and one at the Journal of Sports Sciences (IF=2.733). Two additional papers have been accepted for publication at international journals.

In 2018 I was invited to give two seminars, one at Yonsei University in Seoul, South Korea, and one at the World Congress on Biomechanics in Dublin, Ireland. I have also been asked to give two invited talks in 2019, one at the CRoNoS Meeting & Workshop on Multivariate Data Analysis in Limassol, Cyprus, and one at the XXVII Congress of the International Society of Biomechanics in Calgary, Canada. Additionally, I gave regular oral presentations at three international conferences, and through research collaborators I presented this project’s work at two other international conferences.

Last, in 2018 I was honored with an Adjunct Senior Lecturer position at the University of Western Australia, School of Human Sciences for a period of three years, mainly to carry out research activities associated with this project.

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

Part of the research is progressing slower than expected and part of it is progressing faster than planned. Experimental work involving kinematics progressed somewhat slow due to complex movement variablity, and the associated difficulties with accurate measurement. Because of the measured large-magnitude, complex three-dimensional movement variability, my research collaborators and I have had to focus on simpler movements than planned, so have dedicated most of our time to well-controlled experimental conditions involving robot-driven passive motion.

Nevertheless, I have made better-than-expected progress in software developments. Those developments have resulted in two papers that have been accepted for publication at international journals.

Strategy for Future Research Activity

In the third and final fiscal year of this project I will, as planned, begin to apply the proposed three-dimensional analysis software to the experimental data that research collaborators and I collected during the first two years of this study. In particular, we will attempt to improve the accuracy of our measurements using the MRI images that we collected in Year 2. If analyses are successful, and if we have sufficient time remaining this academic year, we will attempt, as planned, to continue experimentation on non-passive movements (i.e., active movements). We intend to target at moderate-to-high impact journal to publish the ultimate results of this project.

Remarks

I have been invited to give the following seminar: Pataky TC, "Statistics in biomechanics", Invited Tutorial, 2019.07.31, XXVII Congress of the International Society of Biomechanics, Calgary, Canada.

  • Research Products

    (15 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 (6 results) (of which Int'l Joint Research: 6 results,  Invited: 2 results)

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

    • Country Name
      U.S.A.
    • Counterpart Institution
      Cleveland Clinic
  • [Int'l Joint Research] University of Western Australia(オーストラリア)

    • Country Name
      AUSTRALIA
    • Counterpart Institution
      University of Western Australia
  • [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

    • 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

    • 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

    • 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

    • 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 Pages: 1100~1105

    • DOI

      https://doi.org/10.1016/j.jsams.2018.03.009

    • 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

    • 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 Pages: 2164~2171

    • DOI

      10.1080/02640414.2018.1442287

    • 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
    • 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
    • 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
    • Int'l Joint Research / Invited
  • [Presentation] Butterworth filtering yields systematically biased 1D trajectories2018

    • Author(s)
      Pataky TC, Vanrenterghem J, Robinson MA, Challis JH
    • Organizer
      8th World Congress of Biomechanics
    • 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
    • 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
    • Int'l Joint Research / Invited

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Published: 2019-12-27  

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