Fig. 9

Convenient application for clinical utility. The final prediction model with nine clinical features is deployed for use in predicting intradialytic blood pressure outcomes. Upon entering the actual values for each of the nine features (pre-dialysis MAP, LVMI, age, hematocrit, pre-dialysis calcium, pre-dialysis HR, BMI, pre-dialysis SBP and ultrafiltration volume), the application automatically classifies the prediction into categories such as “normal blood pressure”, “intradialytic hypotension” or “intradialytic hypertension” In this instance, based on the entered data, the result was classified as “intradialytic hypotension”