A predictive model of clinical deterioration among hospitalized COVID-19 patients by harnessing hospital course trajectories
Elizabeth Mauer, Jihui Lee, Justin J. Choi, Hongzhe Zhang, Katherine L. Hoffman, Imaani Easthausen, Mangala Rajan, Mark G. Weiner, Rainu Kaushal, Monika M. Safford, Peter A.D. Steel, Samprit Banerjee
Topics & Concepts
MedicineCohortClinical judgementPandemicCoronavirus disease 2019 (COVID-19)PopulationAnticipation (artificial intelligence)DiseaseCohort studyPresentation (obstetrics)Time pointPredictive modellingIntensive care medicineEmergency medicineArtificial intelligenceMachine learningComputer scienceInternal medicineSurgeryInfectious disease (medical specialty)Environmental healthAestheticsPhilosophySepsis Diagnosis and TreatmentMachine Learning in HealthcareHydrology and Drought Analysis