Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantation

Marco Mamprin, Jo M. Zelis, Pim A. L. Tonino +2

Current prognostic risk scores in cardiac surgery are based on statistics and do not yet benefit from machine learning. Statistical predictors are not robust enough to correctly id…