A quality improvement study evaluating a video-based AI framework using multi-instrument tracking and spatiotemporal kinematic features to objectively assess surgical skill in laparoscopic cholecystectomy.
Full text is under embargo until July 29, 2027; only the abstract is publicly available, preventing extraction of specific results, sample sizes, or detailed methodology.
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