Temporal shift and predictive performance of machine learning for heart transplant outcomes
Robert J.H. Miller, František Sabovčik, Nicholas Cauwenberghs, Celine Vens, Kiran K. Khush, Paul A. Heidenreich, François Haddad, Tatiana Kuznetsova
Topics & Concepts
Logistic regressionReceiver operating characteristicConfidence intervalMedicineRandom forestHeart transplantationMachine learningArea under the curveTransplantationInternal medicineArtificial intelligenceComputer scienceTransplantation: Methods and OutcomesRenal Transplantation Outcomes and TreatmentsOrgan Transplantation Techniques and Outcomes