Construction and validation of a predictive model for suicidal ideation in non-psychiatric elderly inpatients

Construction and validation of a predictive model for suicidal ideation in non-psychiatric elderly inpatients

Abstract Background Suicide poses a substantial public health challenge globally, with the elderly population being particularly vulnerable. Research into suicide risk factors among elderly inpatients with non-psychiatric disorders remains limited. This investigation focused on crafting a machine le...

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Bibliographic Details
Main Authors: Shuyun Xiong, Dongxu Si, Meizhu Ding, Cuiying Tang, Jinling Zhu, Danni Li, Ying Lei, Lexian Huang, Xiaohua Chen, Jicai Chen
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Geriatrics
Subjects:
Machine learning algorithms
Non-psychiatric illnesses
Elderly inpatients
Suicidal ideation
Prediction
Online Access:https://doi.org/10.1186/s12877-025-05980-z
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