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Image-Based Dietary Assessment Using Multimodal Large Language Models: Performance, Limitations, and Clinical Applicability in Diabetes

Background Image-based dietary assessment is useful for precision diabetes care. Multimodal Large Language Models (mLLMs) may greatly facilitate dietary se

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