An expert system feedback tool improves the reliability of clinical gait kinematics for older adults with lower limb osteoarthritis.

Journal: Gait & posture
PMID:

Abstract

Recently, an expert system was developed to provide feedback to examiners with the aim of improving reliability of marker-based gait analysis. The purpose of the current study was to evaluate the effectiveness of this novel feedback tool in improving the reliability of gait analysis for individuals with lower limb osteoarthritis. Three-dimensional gait analysis was conducted for n=27 individuals, at two different time points, and during each session the feedback tool was used to refine marker placement. Results for both discrete variables and support vector machine classifications demonstrated improved reliability of the data with the feedback tool.

Authors

  • Sean T Osis
    2Faculty of Kinesiology, University of Calgary, 2500 University Dr NW, Calgary, AB T2N 1N4 Canada.
  • Dylan Kobsar
    Faculty of Kinesiology, University of Calgary, 2500 University Dr NW, Calgary, AB T2N 1N4, Canada. Electronic address: drjkobsa@ucalgary.ca.
  • Ryan J Leigh
    Faculty of Kinesiology, University of Calgary, 2500 University Dr NW, Calgary, AB T2N 1N4, Canada. Electronic address: rjleigh@ucalgary.ca.
  • Charles A J Macaulay
    Faculty of Kinesiology, University of Calgary, 2500 University Dr NW, Calgary, AB T2N 1N4, Canada. Electronic address: cajmacau@ucalgary.ca.
  • Reed Ferber
    2Faculty of Kinesiology, University of Calgary, 2500 University Dr NW, Calgary, AB T2N 1N4 Canada.