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Updated: Jun 14, 2025

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CACER:临床概念 癌症事件和关系的注释

Yujuan Velvin Fu1, Giridhar Kaushik Ramachandran2, Ahmad Halwani3

  • 1Department of Biomedical Informatics & Medical Education, University of Washington, Seattle, WA 98195, United States.

Journal of the American Medical Informatics Association : JAMIA
|September 3, 2024
PubMed
概括

我们开发了临床概念癌症事件和关系注释 (CACER) 语料库,从临床笔记中提取癌症药物和医疗问题关系. 微调的变压器模型实现了高性能,在信息提取任务中表现优于GPT-4.

关键词:
癌症患者 癌症患者数据挖掘是数据挖掘的一个方法.电子健康记录是电子健康记录.提取信息 提取信息机器学习是机器学习.自然语言处理自然语言处理.

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