Jingshu Li, XuanYi Du, Rui Zhang, Xue Li, Jinyuan Xu, Xiangnan Song, Yisha Zhao, Li Liu, Guangyan Xu, Yuying Fan. "Machine learning models for predicting short-term progression in patients with stage 4 chronic kidney disease: a multi-center validation study." Scientific Reports, 2025. doi:10.1038/s41598-025-23037-4