Fully Automatic Left Atrial Strain Quantification via Multi-task Learning on Cardiac Cine MRI.
A fully automatic, multi-task learning framework for LA strain quantification, validated in multi-center two-vendor data, enhances tracking accuracy and speed over prior methods, enabling rapid, scalable atrial function assessment in routine care.