Xuan Ding

Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

This work reformulates SYNTAX scoring as a vessel segment identity-preserving anatomical reasoning problem and proposes a hierarchical modeling framework that explicitly aligns learning with the clinical workflow to highlight the necessity of structure-aligned modeling for reliable and stable automated SYNTAX scoring f...