Development and application of an intelligent platform for automated recognition of surgical instruments in laparoscopic procedures: a multicenter retrospective study [experimental studies].
Journal:
International journal of surgery (London, England)
Published Date:
May 23, 2025
Abstract
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 challenge, this study aims to develop an intelligent platform capable of automatically recognizing and visualizing intraoperative surgical instrument usage, and to evaluate its clinical utility in real-world surgical settings.
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