A Machine Learning Model for Predicting Mortality within 90 Days of Dialysis Initiation.

Summer K Rankin Lucy HanRebecca ScherzerSusan TenneyMatthew KeatingKimberly GenbergMatthew RahnKenneth WilkinsMichael ShlipakMichelle M Estrella

Published in: Kidney360 (2022)

The XGBoost-based model developed in this study discriminated risk of early mortality after dialysis initiation with excellent calibration and performed well across key subgroups.

Keyphrases

machine learning
chronic kidney disease
end stage renal disease
low cost