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September 5, 2025Open Access

Healthcare agent: eliciting the power of large language models for medical consultation

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Authors

ZRZhiyao RenNanyang Technological UniversityYZYibing ZhanWuhan UniversityBYBaosheng YuNanyang Technological University

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Implication

Healthcare agent improves inquiry and response quality in medical consultations, highlighting safety concerns.

Key Points

  • The healthcare agent significantly enhances inquiry quality and response quality in medical consultations.
  • Evaluation through expert assessments and automated testing showed marked improvements over vanilla models.
  • The agent's design includes a dialogue, memory, and processing component for effective and safe interactions.
  • Ablation studies reveal how each component contributes to the agent's overall performance and safety.

Cite This Study

Ren et al. (2025) studied this question.

synapsesocial.com/papers/68c239a3b210217d6477c566https://doi.org/10.1038/s44387-025-00021-x
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