AIBullisharXiv – CS AI · 6h ago6/10
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MetaPlate: Counterfactual-Guided RAG-LLM Tool for Personalized Food Recommendation and Hyperglycemia Prevention
MetaPlate is an AI-powered dietary decision-support system that combines counterfactual explanations, continuous glucose monitoring data, and large language models to generate personalized meal recommendations for preventing postprandial hyperglycemia. The system demonstrated improved clinical plausibility and actionability through expert validation with registered dietitians, showcasing how domain-specific constraints enhance LLM reliability in healthcare applications.