Development of an automated, general-purpose prediction tool for postoperative respiratory failure using machine learning: A retrospective cohort study
Michael E. Kiyatkin, Boudewijn Aasman, Melissa Fazzari, Maíra I. Rudolph, Marcos F. Vidal Melo, Matthias Eikermann, Michelle N. Gong
Topics & Concepts
MedicineReceiver operating characteristicCohortRetrospective cohort studyPerioperativeMetric (unit)Cohort studyRespiratory failureSurgeryMachine learningInternal medicineComputer scienceOperations managementEconomicsRespiratory Support and MechanismsAirway Management and Intubation TechniquesLung Cancer Diagnosis and Treatment