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From Presence Labels to Bounding Boxes: Can Multimodal Large Language Models Scale Surgical Instrument Localization?

Author / Organization: Mohamed Hamdy, Muraam Abdel-Ghani, Fatmaelzahraa Ahmed, Sifna Nasar, Mariam Ahmed, Khalid Al-Jalham, Abdulaziz Al-Ali, Shidin Balakrishnan

File Format PDF (Portable Document Format)
Publication Year 2026
Source Host arXiv (arxiv.org)
License / Terms arXiv Open Access / Creative Commons

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