The risk factors for relapse behavior in individuals with substance use disorders: An interpretable machine learning study.

Journal: Journal of affective disorders
Published Date: May 27, 2025

Abstract

BACKGROUND: Substance abuse has become a serious public health problem worldwide, and finding effective prevention and treatment strategies is undoubtedly an urgent need. This study addresses the risk factors that lead to relapse behaviors among substance use disorders (SUDs) and provides a reference for developing appropriate prevention and treatment strategies for SUDs.

Authors

  • Jisheng Xu
    School of Physical Education, Chengdu Sport University, Chengdu, China.
  • Xue Li
    Department of Clinical Research Center, Dazhou Central Hospital, Dazhou 635000, China.
  • Xin Liang
    Buffalo Research Institute, The Chinese Academy of Agricultural Sciences, Nanning 530000, China.
  • Xuejie Zhang
    Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences Beijing, China.
  • Guosi Ying
    School of Sports Medicine and Health, Chengdu Sport University, Chengdu, China.
  • Jun Liu
    Department of Radiology, Second Xiangya Hospital, Changsha, Hunan, China.

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