Development of a visualized risk prediction system for sarcopenia in older adults using machine learning: a cohort study based on CHARLS

Development of a visualized risk prediction system for sarcopenia in older adults using machine learning: a cohort study based on CHARLS

IntroductionThe older adult are at high risk of sarcopenia, making early identification and scientific intervention crucial for healthy aging.MethodsThis study utilized data from the China Health and Retirement Longitudinal Study (CHARLS), including a cohort of 2,717 middle-aged and older adult part...

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Bibliographic Details
Main Authors: Jinsong Du, Xinru Tao, Le Zhu, Heming Wang, Wenhao Qi, Xiaoqiang Min, Shujie Wei, Xiaoyan Zhang, Qiang Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Public Health
Subjects:
sarcopenia
risk prediction
visualized
machine learning
CHARLS
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2025.1544894/full
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