Video Based Assessment of Surgical Skills Using Frozen Pretrained Video Foundation Models

Sangrock Lee, FNU Rahul, Suvranu De

Automated video-based surgical skill assessment has advanced rapidly, yet rigorous evaluation of continuous standardized score prediction under participant-level generalization to…