ANAUS introduces anatomy-anchored self-supervision with LP-SAM delineation and dual policies (inter-view anatomy alignment plus core-region prediction) to distill invariant ultrasound representations, claiming SOTA results on six datasets.
arXiv preprint arXiv:2403.07715 (2024)
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Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation
ANAUS introduces anatomy-anchored self-supervision with LP-SAM delineation and dual policies (inter-view anatomy alignment plus core-region prediction) to distill invariant ultrasound representations, claiming SOTA results on six datasets.