LLM-generated narratives from surgical videos enable scalable vision-language pre-training through a noise-robust framework that maintains visual model performance on surgical benchmarks.
A systematic review of annotation for surgical pro- cess model analysis in minimally invasive surgery based on video.Surgical Endoscopy, 37(6):4298–4314
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Can LLM-Generated Text Empower Surgical Vision-Language Pre-training?
LLM-generated narratives from surgical videos enable scalable vision-language pre-training through a noise-robust framework that maintains visual model performance on surgical benchmarks.