Construction of disability risk prediction model for the elderly based on machine learning

Construction of disability risk prediction model for the elderly based on machine learning

Abstract The study aimed to develop a predictive model using machine learning algorithms, providing healthcare professionals with a novel tool for assessing disability risk in older adults. Data from the 2018 and 2020 waves of the China Health and Retirement Longitudinal Study were utilized, includi...

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Bibliographic Details
Main Authors: Jing Chen, Yifei Ren, Jie Ding, Qingqing Hu, Jiajia Xu, Jun Luo, Zhaowen Wu, Ting Chu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Prediction model
Disability
Machine learning
Older adults
Cohort study
Online Access:https://doi.org/10.1038/s41598-025-01404-5
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