AI RESEARCH
Scaling Video Pretraining for Surgical Foundation Models
arXiv CS.CV
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ArXi:2603.29966v1 Announce Type: new Surgical video understanding is essential for computer-assisted interventions, yet existing surgical foundation models remain constrained by limited data scale, procedural diversity, and inconsistent evaluation, often lacking a reproducible