Identifying key gait features associated with the radiological grade of knee osteoarthritis.

Journal: Osteoarthritis and cartilage
Published Date: Aug 7, 2019

Abstract

PURPOSE: Knee osteoarthritis (KOA) is characterized by pain and decreased gait function. This study assessed key features that can be used as mechanical biomarkers for KOA severity and progression. The identified features were validated statistically and were further examined by developing a classification model based on a machine-learning algorithm.

Authors

  • S B Kwon
    Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, South Korea.
  • D H Ro
    Department of Orthopedic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, South Korea.
  • M K Song
    Department of Orthopedic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, South Korea.
  • H-S Han
    Department of Orthopedic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, South Korea.
  • M C Lee
    Department of Orthopedic Surgery, Seoul National University Hospital, Seoul National University College of Medicine, South Korea.
  • H C Kim
    Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, South Korea; Institute of Medical & Biological Engineering, Medical Research Center, Seoul National University College of Medicine, Seoul, South Korea; Department of Biomedical Engineering, Seoul National University College of Medicine, Seoul, South Korea. Electronic address: hckim@snu.ac.kr.

Keywords

External Resources

Popular Topics
Recent Journals