Validation of an Electronic Health Record–Based Machine Learning Model Compared With Clinical Risk Scores for Gastrointestinal Bleeding
Dennis Shung, Colleen Chan, Kisung You, Shinpei Nakamura, Theo Saarinen, Neil S. Zheng, Michael Simonov, Darrick K. Li, Cynthia Tsay, Yuki I. Kawamura, Matthew Shen, Allen Hsiao, Jasjeet S. Sekhon, Loren Laine
Topics & Concepts
MedicineHematocheziaEmergency departmentElectronic health recordReceiver operating characteristicFramingham Risk ScoreEmergency medicineGastrointestinal bleedingCohortTriageArea under the curveInternal medicineMachine learningColonoscopyHealth careEconomic growthColorectal cancerCancerComputer scienceEconomicsDiseasePsychiatryGastrointestinal Bleeding Diagnosis and TreatmentColorectal Cancer Screening and DetectionSepsis Diagnosis and Treatment