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使用基于共识的推理与本地部署的LLM来实现从外科病理报告中提取结构化数据

Aaksh Tripathi1, Asim Waqas2, Kavya Venkatesan1

  • 1Department of Machine Learning, H. Lee Moffitt Cancer Center & Research Institute.

medRxiv : the preprint server for health sciences
|May 9, 2025
PubMed
概括

一个使用大型语言模型 (LLM) 的新框架准确地从非结构化的病理报告中提取关键的癌症诊断信息. 这种人工智能驱动的方法增强了用于癌症分期和注册表文档的数据提取.

关键词:
癌症注册中心 癌症注册中心提取 提取 提取大型语言模型 (LLM)自然语言处理 (NLP) 是一种自然语言处理.推理 推理 推理 推理手术病理学报告 报告

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