A Surgical Foundation Model Reveals Task-Dependent Label Efficiency.

arXiv:2609.31821v1 Announce Type: cross Abstract: Developing label-efficient models is a central challenge in surgical AI due to the high cost and scarcity of expert annotation. While self-supervised foundation models adapt well to new tasks with minimal data,