Machine learning-based prediction of in-hospital mortality for post cardiovascular surgery patients admitting to intensive care unit: a retrospective observational cohort study based on a large multi-center critical care database
Siwei Bi, Shanshan Chen, Jingyi Li, Jun Gu
Topics & Concepts
MedicineIntensive care unitReceiver operating characteristicAPACHE IIMachine learningIntensive careEmergency medicineObservational studyStepwise regressionClinical decision support systemArtificial intelligenceInternal medicineIntensive care medicineDecision support systemComputer scienceSepsis Diagnosis and TreatmentCardiac, Anesthesia and Surgical OutcomesMachine Learning in Healthcare