Development and validation of a parsimonious AI-based mortality risk score for heart failure

Abstract

Abstract Risk stratification in heart failure (HF) supports clinical decisions, yet existing tools face adoption barriers: conventional scores show modest discrimination and depend on specialised tests (i.e., echocardiography), while artificial intelligence (AI) models require rich longitudinal data and infrastructure.

The paper