Machine learning-based models to support decision-making in emergency department triage for patients with suspected cardiovascular disease
Huilin Jiang, Haifeng Mao, Huimin Lu, Peiyi Lin, Wei Garry, Huijing Lu, Guangqian Yang, Timothy H. Rainer, Xiaohui Chen
Topics & Concepts
TriageEmergency departmentMedicineDecision treeRandom forestReceiver operating characteristicMachine learningLogistic regressionArtificial intelligenceVital signsEmergency medicineMultinomial logistic regressionMedical emergencyComputer scienceSurgeryPsychiatryEmergency and Acute Care StudiesSepsis Diagnosis and TreatmentTrauma and Emergency Care Studies