Predicting Progression to Septic Shock in the Emergency Department Using an Externally Generalizable Machine-Learning Algorithm
Gabriel Wardi, Morgan Carlile, Andre L. Holder, Supreeth P. Shashikumar, Stephen R. Hayden, Shamim Nemati
Topics & Concepts
Generalizability theoryTriageMedicineSeptic shockEmergency departmentSepsisMachine learningArtificial intelligenceReceiver operating characteristicShock (circulatory)AlgorithmEmergency medicineComputer scienceSurgeryInternal medicineStatisticsPsychiatryMathematicsSepsis Diagnosis and TreatmentMachine Learning in HealthcareArtificial Intelligence in Healthcare and Education