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Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantation.
Marco Mamprin
Svitlana Zinger
Peter H. N. de With
Jo M. Zelis
Pim A. L. Tonino
Published in:
ICBET (2020)
Keyphrases
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aortic valve implantation
gradient boosting
decision trees
aortic valve
loss function
prediction accuracy
fluoroscopic images
logistic regression
contrast agent
ensemble methods
patient specific