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Updated: Feb 4, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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可通用和可扩展的多阶段生物医学概念规范化利用大型语言模型

Nicholas J Dobbins1

  • 1Biomedical Informatics and Data Science, Department of Medicine, Johns Hopkins University, Baltimore, MD, USA.

Research synthesis methods
|February 2, 2026
PubMed
概括

大型语言模型 (LLM) 通过改进现有工具,显著增强生物医学实体规范化. 专有和开源的LLM都能提高性能,而不需要微调.

关键词:
这就是UMLS的UMLS.生物医学概念 生物医学概念链接实体链接实体大型语言模型规范化的正常化.

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