Nicolás Gaggion

Temporal regularization can transform cardiac ultrasound analysis by enforcing consistent segmentations that align with clinical standards, all without the need for per-frame annotations.

Unlock anatomical correspondence in medical images without manual landmark annotation: Mask-HybridGNet learns consistent landmark associations directly from pixel masks.