Prediction of suicidal attempts among Chinese adolescents with mood disorders: a clinical study using a machine learning approach

Prediction of suicidal attempts among Chinese adolescents with mood disorders: a clinical study using a machine learning approach

Abstract Background Machine learning (ML) has been widely used to predict suicidal attempts (SA) in adolescents and adults. However, there is a need for studies of accurate and efficient SA models specifically for use in adolescents with mood disorders due to a lack of existing research integrating...

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Bibliographic Details
Main Authors: Jianbing Li, Yinqiu Zhao, Chi Yang, Wenqing Li, Zhihao Huang, Changhe Fan
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Psychiatry
Subjects:
Suicidal attempts
Machine learning
Prediction model
Adolescents
Mood disorder
Online Access:https://doi.org/10.1186/s12888-025-07145-z
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https://doi.org/10.1186/s12888-025-07145-z

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