Using machine learning to predict the probability of incident 2-year depression in older adults with chronic diseases: a retrospective cohort study

Using machine learning to predict the probability of incident 2-year depression in older adults with chronic diseases: a retrospective cohort study

Abstract Background Older adults with chronic diseases are at higher risk of depressive symptoms than those without. For the onset of depressive symptoms, the prediction ability of changes in common risk factors over a 2-year follow-up period is unclear in the Chinese older population. This study ai...

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Bibliographic Details
Main Authors: Ying Zheng, Taotao Zhang, Shu Yang, Fuzhi Wang, Li Zhang, Yuwen Liu
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Psychiatry
Subjects:
Chronic diseases
Risk factors
Machine learning
Depressive symptoms
Online Access:https://doi.org/10.1186/s12888-024-06299-6
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https://doi.org/10.1186/s12888-024-06299-6

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