Machine learning-based predictive modeling of depressive symptoms in Chinese adolescents.

Journal: Journal of affective disorders
Published Date: Sep 15, 2025

Abstract

BACKGROUND: The aim is to develop prediction models by lifestyles indicators as well as socioeconomic status to predict the risk of depressive symptoms in adolescents, and to rank and explain these predictors.

Authors

  • Lijie Ding
    Department of Health Management Center, Shandong Sport University, Jinan, China. Electronic address: dinglijie@sdpei.edu.cn.
  • Zhiwei Wu
    Center for Public Health Research, Medical School of Nanjing University, Nanjing, People's Republic of China.
  • Qingjian Wu
    Center for Students' Fitness Promotion, Shandong Sport University, Jinan, China.
  • Enqi Li
    Center for Students' Fitness Promotion, Shandong Sport University, Jinan, China. Electronic address: lienqi@sdpei.edu.cn.

Keywords

External Resources

Popular Topics
Recent Journals