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Vision-language models for automated video analysis and documentation in laparoscopic surgery: a proof-of-concept study

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Background: The ongoing shortage of medical personnel highlights the urgent need to automate clinical documentation and reduce administrative burden. Large Vision-Language Models (VLMs) offer promising potential for supporting su... ...