Weakly supervised pre-training for surgical step recognition using unannotated and heterogeneously labeled videos.

PURPOSE: Surgical video review is essential for minimally invasive surgical training, but manual annotation of surgical steps is time-consuming and limits scalability. We propose a weakly supervised pre-training framework that leverages unannotated o…

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