Explainable machine learning models predicting the risk of social isolation in older adults: a prospective cohort study

Abstract Introduction This study aimed to develop a machine learning system to predict social isolation risk in older adults. Methods Data from a sample of 6588 older adults in China were analyzed using information from China Health and Retirement Longitudinal Study from 2015 to 2018. We employed th...

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Bibliographic Details
Main Authors: Mingfei Jiang, Xiaoran Li, YongLu
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Public Health
Subjects:
Online Access:https://doi.org/10.1186/s12889-025-23108-1
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