Development and validation of models for detection of postoperative infections using structured electronic health records data and machine learning
Kathryn Colborn, Yaxu Zhuang, Adam R. Dyas, William G. Henderson, Helen J. Madsen, Michael R. Bronsert, Michael E. Matheny, Anne Lambert‐Kerzner, Quintin W O Myers, Robert A. Meguid
Topics & Concepts
MedicineChartHealth recordsElectronic surveillanceElectronic health recordMedical emergencyMedical physicsIntensive care medicineHealth careStatisticsComputer scienceComputer securityMathematicsEconomic growthEconomicsSurgical site infection preventionSepsis Diagnosis and TreatmentMachine Learning in Healthcare