Machine learning model and nomogram to predict the risk of heart failure hospitalization in peritoneal dialysis patients

Introduction The study presented here aimed to establish a predictive model for heart failure (HF) and all-cause mortality in peritoneal dialysis (PD) patients with machine learning (ML) algorithm.