Abstract Background and Aims Few studies including unplanned dialysis starts have used machine learning for the prediction of death in patients. The objective study was to use R software algorithms develop predictive models identification death-related factors patients undergoing hemodialysis (HD) peritoneal (PD). Method This included adult HD PD started a planned or urgent manner center betwee...