A scoping review of methodologies for applying artificial intelligence to physical activity interventions.

Journal: Journal of sport and health science
PMID:

Abstract

PURPOSE: This scoping review aimed to offer researchers and practitioners an understanding of artificial intelligence (AI) applications in physical activity (PA) interventions; introduce them to prevalent machine learning (ML), deep learning (DL), and reinforcement learning (RL) algorithms; and encourage the adoption of AI methodologies.

Authors

  • Ruopeng An
    Silver School of Social Work, New York University, New York, NY, 10012, USA. Electronic address: ra4605@nyu.edu.
  • Jing Shen
    Department of Physical Education, China University of Geosciences, Beijing, China.
  • Junjie Wang
    School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China.
  • Yuyi Yang
    Division of Computational and Data Sciences, Washington University in St. Louis, St. Louis, MO, United States.