Predictive model for sarcopenia in chronic kidney disease: a nomogram and machine learning approach using CHARLS data

Predictive model for sarcopenia in chronic kidney disease: a nomogram and machine learning approach using CHARLS data

BackgroundSarcopenia frequently occurs as a complication among individuals with chronic kidney disease (CKD), contributing to poorer clinical outcomes. This research aimed to create and assess a predictive model for the risk of sarcopenia in CKD patients, utilizing data obtained from the China Healt...

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Bibliographic Details
Main Authors: Renjie Lu, Shiyun Wang, Pinghua Chen, Fangfang Li, Pan Li, Qian Chen, Xuefei Li, Fangyu Li, Suxia Guo, Jinlin Zhang, Dan Liu, Zhijun Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Medicine
Subjects:
sarcopenia
chronic kidney disease
predictive model
nomogram
machine learning
CHARLS
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1546988/full
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