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

6 citations · 6 across the 1 of their papers we have counts for

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1 paper

cs.LG2020★ 6 cited

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…