Ultrasound Vision-Language Alignment via Contrastive Learning
arXiv:2605.02126v1 Announce Type: cross
Abstract: Ultrasound foundation models have achieved strong performance on structured prediction tasks but remain exclusively vision-based, limiting zero-shot and few-shot transfer to novel tasks where task-spec…