Predictors of depression among Chinese college students: a machine learning approach

Predictors of depression among Chinese college students: a machine learning approach

Abstract Background Depression is highly prevalent among college students, posing a significant public health challenge. Identifying key predictors of depression is essential for developing effective interventions. This study aimed to analyze potential depression risk factors among Chinese college s...

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Bibliographic Details
Main Authors: Lin Luo, Junfeng Yuan, Chenghan Wu, Yanling Wang, Rui Zhu, Huilin Xu, Luqin Zhang, Zhongge Zhang
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Public Health
Subjects:
College student depression
Machine learning
Predictors
Gender differences
Random forest algorithm
Online Access:https://doi.org/10.1186/s12889-025-21632-8
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