Prediction of severe chest injury using natural language processing from the electronic health record
Sujay Kulshrestha, Dmitriy Dligach, Cara Joyce, Marshall S. Baker, Richard Gonzalez, Ann P. O’Rourke, Joshua Glazer, Anne M. Stey, Jacqueline M. Kruser, Matthew M. Churpek, Majid Afshar
Topics & Concepts
Receiver operating characteristicMedicineArtificial intelligenceComputer scienceLogistic regressionThorax (insect anatomy)Unified Medical Language SystemHealth recordsEarly warning scoreNatural language processingEmergency departmentMachine learningMedical emergencyHealth careEconomic growthAnatomyPsychiatryEconomicsTrauma and Emergency Care StudiesTrauma Management and DiagnosisInjury Epidemiology and Prevention