Less is more: Detecting clinical deterioration in the hospital with machine learning using only age, heart rate, and respiratory rate
Mary Akel, Kyle A. Carey, Christopher Winslow, Matthew M. Churpek, Dana P. Edelson
Topics & Concepts
Early warning scoreMedicineMewsLogistic regressionReceiver operating characteristicRespiratory rateEmergency medicineIntensive care unitMortality rateHeart rateMachine learningIntensive care medicineInternal medicineComputer scienceBlood pressureSepsis Diagnosis and TreatmentHealthcare Technology and Patient MonitoringIntensive Care Unit Cognitive Disorders