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Xiao-Wei Xu

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#large language models Open access Sep 2026

An evidence-weighted knowledge framework with path-aware reasoning for personalized lifestyle management in chronic disease

Background Healthy lifestyle management is essential for chronic disease prevention and long-term care. However, evidence linking lifestyle behaviors, biological mechanisms, and health outcomes is dispersed across diverse biomedical sources. This fragmentation makes it difficult for health professionals to efficiently...

Hong-Yu Kang, Xiao-Wei Xu, Ning Xiao et al. · 0 citations

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