Yan Zhao, Zongyue Hu, Huaize Dong, Lu Zhu, Qiuqiu Xia, Chu Lei, Xi Peng, Ke Zhu, Jia Li, Xuemei Liu. "Development and validation of nomogram and machine learning models to predict sarcopenia in patients with chronic kidney disease." Scientific Reports, 2025. doi:10.1038/s41598-025-26378-2