Multi‐parametric system for risk stratification in mitral regurgitation: A multi‐task Gaussian prediction approach

Abstract

A multi-parametric approach incorporating multi-modality clinical data improves risk stratification in mitral regurgitation. Multi-task machine learning can significantly improve overall risk stratification performance.