Open access
Aug 2026
Construction and validation of explainable machine learning models to predict in-hospital mortality for patients with acute type A aortic dissection surgery
Objective To construct and validate a risk prediction model of in-hospital mortality using machine learning (ML) algorithm in a retrospective cohort of acute type A aortic dissection (ATAAD) patients undergoing surgical treatment. Methods Patients with ATAAD undergoing surgical treatment between January 2014 and Decemb...
Ke-Yan Liu, Sili Shan, Hao-Long Zeng et al.
· Frontiers in Medicine · 0 citations