Development and Validation of Machine Learning Models to Predict Admission From Emergency Department to Inpatient and Intensive Care Units
Alexander Fenn, Connor Davis, Daniel M. Buckland, Neel Kapadia, Marshall Nichols, Michael Gao, William Knechtle, Suresh Balu, Mark Sendak, Jason Theiling
Topics & Concepts
MedicineEmergency departmentTriageReceiver operating characteristicDashboardMachine learningLearning curveIntensive care unitRecallArtificial intelligenceMedical emergencyEmergency medicineComputer scienceData scienceIntensive care medicineNursingOperating systemLinguisticsPhilosophyEmergency and Acute Care StudiesSepsis Diagnosis and TreatmentArtificial Intelligence in Healthcare and Education