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Augmenting large language models with clinical knowledge graph for personalized perioperative fluid therapy question answering

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Personalized perioperative fluid therapy is important for reducing postoperative complications and adverse outcomes. Although large language models (LLMs) show promise in healthcare, their application in fluid therapy remains challenged by hallucinations, limi... ...