Cine Cardiac MRI Captures Cardiovascular Disease Risk Beyond Established Clinical Risk Factors: Evidence from the UK Biobank
A flexible vision-tabular method is deployed to incorporate cine CMR into CVD risk assessment together with structured clinical data and it is demonstrated that integrating cine CMR with clinical variables through a vision-tabular learning framework stabilizes risk prediction under real-world conditions of incomplete t...