Tag: clinical safety
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Understanding food challenge risks in asthmatic children
Understanding the risk factors of oral food challenges in asthmatic children Oral food challenges (OFCs) are a cornerstone of diagnosing and managing pediatric food allergies. A recent retrospective study published in Nutrients analyzes 205 OFCs performed in a single pediatric center to understand which preexisting conditions raise the likelihood of a reaction during testing. The…
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Evaluating LLMs and Retrieval-Augmented Generation for Guideline-Adherent Cardiovascular Nutrition Guidance
Introduction: Digital Diet Guidance Meets Cardiovascular Health As digital health tools proliferate, large language models (LLMs) and retrieval-augmented generation (RAG) offer promising avenues to deliver scalable, guideline-based nutrition information for cardiovascular disease (CVD) prevention. Grounded in the American Heart Association’s (AHA) dietary recommendations, these technologies aim to translate complex nutrition science into accessible advice that…
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Enhancing Cardiovascular Nutrition Guidance: A Cross-Sectional Evaluation of LLMs with Retrieval-Augmented Generation
Introduction: The Promise and Peril of AI in Cardiovascular Nutrition As digital health tools proliferate, large language models (LLMs) and generative AI offer the potential to scale evidence-based nutrition education for cardiovascular disease (CVD) prevention. Grounded in the American Heart Association’s (AHA) guideline framework, these technologies aim to improve health literacy while ensuring information reliability.…