A machine learning-based approach to predict depression in Chinese older adults with subjective cognitive decline: a longitudinal study

A machine learning-based approach to predict depression in Chinese older adults with subjective cognitive decline: a longitudinal study

Abstract This study aims to identify depressive risks in elderly individuals with subjective cognitive decline (SCD) and develop a predictive model using machine learning algorithms to enable timely interventions.Data from the 2015 and 2018 waves of the China Health and Retirement Longitudinal Study...

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Bibliographic Details
Main Authors: Jing Xu, Wenjin Zhang, Wenli Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Subjective cognitive decline
Depressive symptoms
Machine learning (ML)
Prediction model, China
Online Access:https://doi.org/10.1038/s41598-025-10645-3
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