Open access
Oct 2026
Construction and validation of an identification model for frailty in maintenance hemodialysis patients using multiple machine learning algorithms: a cross-sectional study of retrospectively collected data
Abstract Background Frailty adversely affects survival and quality of life in patients undergoing maintenance hemodialysis (MHD). This study aimed to develop a clinical multimodal model to identify prevalent frailty in MHD patients. Methods Clinical data from 626 MHD patients across four tertiary hospitals were retrosp...
Jiao Wang, Ping Yu, Wen-Juan Sun et al.
· Annals medicus · 0 citations