Predicting the risk of depression in older adults with disability using machine learning: an analysis based on CHARLS data

Predicting the risk of depression in older adults with disability using machine learning: an analysis based on CHARLS data

BackgroundThe advancement of artificial intelligence technologies has opened new avenues for depression prevention and management in older adults with disability (defined by basic or instrumental activities of daily living, BADL/IADL). This study systematically developed machine learning (ML) models...

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Bibliographic Details
Main Authors: Tongtong Jin, Ayitijiang· Halili
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Artificial Intelligence
Subjects:
disabled older adults
depression
risk prediction
machine learning
CHARLS
mental health LR
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1624171/full
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