A modular vision-language pipeline for automatic surgical report generation from laparoscopic videos, evaluated on CholecT50 with high reported scores but a leakage-prone evaluation protocol.
Video-based coaching in surgical education: a systematic review and meta-analysis
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Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI
A modular vision-language pipeline for automatic surgical report generation from laparoscopic videos, evaluated on CholecT50 with high reported scores but a leakage-prone evaluation protocol.