Predicting 30-Day Readmissions in Patients With Heart Failure Using Administrative Data: A Machine Learning Approach
Vishal Sharma, Vinaykumar Kulkarni, Finlay A. McAlister, Dean T. Eurich, Shanil Keshwani, Scot H. Simpson, Don Voaklander, Salim Samanani
Topics & Concepts
MedicineReceiver operating characteristicLikelihood ratios in diagnostic testingMachine learningDecision treePredictive valuePredictive modellingArtificial intelligenceClassifier (UML)Heart failureStatisticsArtificial neural networkEmergency medicineInternal medicineComputer scienceMathematicsHeart Failure Treatment and ManagementMachine Learning in HealthcareAcute Myocardial Infarction Research