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Development of a Machine Learning Model to Predict Outcomes and Cost After Cardiac Surgery

Rodrigo Zea-Vera, Christopher T. Ryan, Sergio M. Navarro, Jim Havelka, Matthew J. Wall, Joseph S. Coselli, Todd K. Rosengart, Subhasis Chatterjee, Ravi K. Ghanta

2022The Annals of Thoracic Surgery21 citationsDOI

Topics & Concepts

MedicineLogistic regressionGradient boostingCardiac surgeryReceiver operating characteristicArea under the curveSurgeryMachine learningInternal medicineCardiologyRandom forestComputer scienceCardiac and Coronary Surgery TechniquesCardiac, Anesthesia and Surgical OutcomesArtificial Intelligence in Healthcare and Education
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