Exploring factors and models to predict post-dialysis volume overload status in maintenance hemodialysis patients based on pre-dialysis parameters

Pre-dialysis parameters, including prescribed UFV/weight ratio, OH, and dialysis US-B lines, were predictive factors for post-dialysis volume overload status. The Random Forest model based on these parameters could predict the post-dialysis volume overload status with relative accuracy and may provide a helpful guide to optimal prescribed UFV.