Research on prediction model of adolescent suicide and self-injury behavior based on machine learning algorithm

Research on prediction model of adolescent suicide and self-injury behavior based on machine learning algorithm

ObjectiveTo explore the risk factors that affect adolescents’ suicidal and self-injurious behaviors and to construct a prediction model for adolescents’ suicidal and self-injurious behaviors based on machine learning algorithms.MethodsStratified cluster sampling was used to select high school studen...

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Bibliographic Details
Main Authors: Yao Gan, Li Kuang, Xiao-Ming Xu, Ming Ai, Jing-Lan He, Wo Wang, Su Hong, Jian mei Chen, Jun Cao, Qi Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Psychiatry
Subjects:
machine learning algorithm
suicidal and self-injurious behavior
adolescents
risk factors
prediction model
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1521025/full
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https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1521025/full

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