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Li-Hua Ren

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Open access Sep 2026

Public-facing health information on achalasia generated by large language models: a multidimensional comparative study

Large language models (LLMs) are increasingly used by the public to obtain health information, but their ability to provide reliable information for achalasia remains unclear. We therefore compared six LLMs in answering public questions about achalasia, an uncommon esophageal motility disorder, focusing on safety,...

Jun-Zheng Li, Pan Zhou, Man Yang et al. · 0 citations
Open access Sep 2026

Performance of large language models in answering public questions about nutrition in cirrhosis: a comparative study.

BACKGROUND large language models (LLMs) are increasingly used for public health information, but their performance in nutrition advice for cirrhosis remains uncertain. We investigated four LLMs in answering public questions about cirrhosis nutrition across safety, accuracy, empathy, information reliability and quality,...

Jun-Zheng Li, Ying-Jie Wu, Man Yang et al. · 0 citations

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