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Development and validation of nomogram and machine learning models to predict sarcopenia in patients with chronic kidney disease

Abstract Chronic kidney disease (CKD) is a growing public health problem worldwide. CKD not only leads to renal function decline but also increases the risk of multiple complications, sarcopenia being particularly common and severe. At present, there is a lack of prediction tools specifically for th...

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Autori principali: Yan Zhao, Zongyue Hu, Huaize Dong, Lu Zhu, Qiuqiu Xia, Chu Lei, Xi Peng, Ke Zhu, Jia Li, Xuemei Liu
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2025-11-01
Serie:Scientific Reports
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Accesso online:https://doi.org/10.1038/s41598-025-26378-2
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