A two-stage machine learning framework to predict heart transplantation survival probabilities over time with a monotonic probability constraint
Hamidreza Ahady Dolatsara, Ying‐Ju Chen, Christy J. Evans, Ashish Gupta, Fadel M. Megahed
Topics & Concepts
Isotonic regressionComputer scienceReceiver operating characteristicMonotonic functionMachine learningTransplantationConstraint (computer-aided design)Artificial intelligenceRegressionStage (stratigraphy)Regression analysisStatisticsMedicineMathematicsInternal medicinePaleontologyMathematical analysisGeometryBiologyEstimatorTransplantation: Methods and OutcomesImbalanced Data Classification TechniquesCardiac Valve Diseases and Treatments