Development of a machine learning algorithm to predict intubation among hospitalized patients with COVID-19
Varun Arvind, Jun Kim, Brian Cho, Eric Geng, Samuel K. Cho
Topics & Concepts
MedicineIntubationReceiver operating characteristicMechanical ventilationMachine learningRetrospective cohort studyCoronavirus disease 2019 (COVID-19)Emergency medicineArea under the curveCohortArtificial intelligenceAlgorithmIntensive care medicineInternal medicineSurgeryComputer scienceDiseaseInfectious disease (medical specialty)Airway Management and Intubation TechniquesRespiratory Support and MechanismsInfection Control and Ventilation