Wei Han, Bing Liu, Jie Li, Lu Gong, Meixu Jiang, Yuying Jing, Jiazhen Shang, Shouyu Chai, Zhitao Zeng, Xincong Lv, Xiaotian Han, Zhimei Lv, Rong Wang. "Development and validation of a machine learning-based risk prediction model for hyperkalemia in patients with chronic kidney disease." Scientific Reports, 2026. doi:10.1038/s41598-026-53273-1