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Development and application of an intelligent platform for automated recognition of surgical instruments in laparoscopic procedures: a multicenter retrospective study [experimental studies]

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Background: Surgical videos offer rich intraoperative data critical for surgical education, quality control, and skill assessment. However, their increasing volume and complexity render manual review impractical. To address this ... ...