Machine learning-based risk prediction of intrahospital clinical outcomes in patients undergoing TAVI
Bruna Gomes, Maximilian Pilz, Christoph Reich, Florian Leuschner, Mathias H. Konstandin, Hugo A. Katus, Benjamin Meder
Topics & Concepts
MedicineMachine learningGradient boostingArtificial intelligenceRisk stratificationFramingham Risk ScoreFeature selectionTriageLogistic regressionInternal medicineStroke (engine)Random forestCardiologyEmergency medicineComputer scienceDiseaseEngineeringMechanical engineeringCardiac Valve Diseases and TreatmentsHeart Failure Treatment and ManagementAcute Myocardial Infarction Research