Predicting outcomes in patients with aortic stenosis using machine learning: the Aortic Stenosis Risk (ASteRisk) score - Namasivayam, Mayooran; Myers, Paul D; Guttag, John V; Capoulade, Romain; Pibarot, Philippe; Picard, Michael H; Hung, Judy; Stultz, Collin M (Open heart, 2022)
Keywords: Algorithms; Aortic stenosis; Aortic Valve - diagnostic imaging; Aortic Valve - surgery; Aortic Valve Stenosis - diagnostic imaging; Aortic Valve Stenosis - surgery; Artificial intelligence; clinical outcome; echocardiography; Electronic health records; Feature selection; Heart Valve Prosthesis; Heart Valve Prosthesis Implantation; Humans; Machine Learning; Morphology; Mortality; Patients; Valvular Heart Disease; Variables; United States--US; Massachusetts; aortic stenosis; machine learning; clinical outcome; Artificial intelligence; echocardiography