Preoperative risk prediction of major cardiovascular events in noncardiac surgery using the 12-lead electrocardiogram: an explainable deep learning approach
Carl Harris, Anway S. Pimpalkar, Ataes Aggarwal, Jiyuan Yang, Xiaojian Chen, Samuel Schmidgall, Sampath Rapuri, Joseph L. Greenstein, Casey Overby Taylor, Robert D. Stevens
Topics & Concepts
MedicinePerioperativeDeep learningIntensive care medicineRisk assessmentAdverse effectCardiovascular eventArtificial intelligenceMEDLINEEmergency medicineClinical PracticeCardiac surgeryCardiologyMedical emergencyInternal medicineElectrocardiographySurgeryCardiac, Anesthesia and Surgical OutcomesAcute Myocardial Infarction ResearchSepsis Diagnosis and Treatment