Prediction of operative mortality for patients undergoing cardiac surgical procedures without established risk scores
Chin Siang Ong, Erik Reinertsen, Haoqi Sun, Philicia Moonsamy, Navyatha Mohan, Masaki Funamoto, Tsuyoshi Kaneko, Prem Shekar, Stefano Schena, Jennifer S. Lawton, David A. D’Alessandro, M. Brandon Westover, Aaron D. Aguirre, Thoralf M. Sundt
Topics & Concepts
MedicineLogistic regressionReceiver operating characteristicRandom forestSupport vector machinePredictive modellingSurgeryMachine learningStatisticsInternal medicineComputer scienceMathematicsCardiac, Anesthesia and Surgical OutcomesMachine Learning in HealthcareArtificial Intelligence in Healthcare and Education