Machine-learning models for predicting surgical site infections using patient pre-operative risk and surgical procedure factors
Rabia Emhamed Al Mamlook, Lee J. Wells, Robert G. Sawyer
Topics & Concepts
MedicineLogistic regressionMachine learningDecision treeArtificial neural networkRandom forestSurgical site infectionArtificial intelligenceSupport vector machineBayesian networkReceiver operating characteristicAmerican society of anesthesiologistsEmergency medicineSurgeryInternal medicineComputer scienceSurgical site infection preventionCardiac, Anesthesia and Surgical OutcomesOrthopedic Infections and Treatments