Enzo Ferrante

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

Medical vision-language models perform better when the modality gap is tuned to an intermediate level, challenging the assumption that minimizing it is always optimal.