An automated pipeline reconstructs surgical teaching dialogues from operating-room audio and detects feedback, with a hallucination-filtering step that improves detection by about 14%.
For example: - If the trainer suggests tightening a suture, the trainee immediately pulls the suture thread more tightly
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Automating Feedback Analysis in Surgical Training: Detection, Categorization, and Assessment
An automated pipeline reconstructs surgical teaching dialogues from operating-room audio and detects feedback, with a hallucination-filtering step that improves detection by about 14%.