Predicting in-hospital mortality of patients with febrile neutropenia using machine learning models
Xinsong Du, Jae Min, Chintan Shah, Rohit Bishnoi, William R. Hogan, Dominick J. Lemas
Topics & Concepts
Receiver operating characteristicMachine learningMedicineArtificial intelligenceGradient boostingLogistic regressionDecision treeLinear modelSupport vector machineFebrile neutropeniaEmergency medicineComputer scienceRandom forestNeutropeniaInternal medicineToxicityNeutropenia and Cancer InfectionsSepsis Diagnosis and TreatmentBacterial Identification and Susceptibility Testing