Byeongkil Kim on Muck Rack

Byeongkil Kim

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Articles

Real-world and computational identification of herbal candidates associated with adverse event patterns in glucagon-like peptide-1 therapy for obesity

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By Junkyu Park, Sujin Shin, Youngmin Kim, Kyungjin Lee, Jaiwha Seo, Byeongkil Kim
| Nature Verified
Abstract Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are widely prescribed for obesity management; however, adverse events (AEs) remain a clinical concern. This study presents a computational pharmacovigilance framework integrating real-world safety data with graph-based modeling to characterize AE patterns associated with GLP-1 RA therapy and to explore herb–AE associations in an exploratory manner.
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