Author

Ling Miao

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Review Open access Sep 2026

A comparative evaluation of generative AI chatbots for patient-oriented advice on painful diabetic peripheral neuropathy: safety, accuracy, guideline concordance, actionability, and readability

The five generative AI chatbots compared showed distinct performance patterns across content quality and readability, with ChatGPT generally achieved higher content-related scores, whereas Doubao scored lower.

Li-Na Gu, Zhao-Le Gong, Xiao-Li Qian et al. · Frontiers in Public Health · 0 citations

#generative ai Open access Sep 2026

A comparative cross-sectional evaluation of generative AI chatbots for patient-oriented bacterial vaginosis health advice: safety, accuracy, guideline concordance, empathy, and readability

This exploratory study characterizes a recorded sample of specific chatbot responses, not stable or repeatable performance characteristics, and establishes a stable ranking of underlying model capability, clinical effectiveness, or suitability for unsupervised care.

Ling Miao, Li-Na Gu, Zhao-Le Gong et al. · Frontiers in Reproductive He... · 0 citations