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从诊断报告中自动提取结构化数据的开放权重语言模型和检索增强生成:方法和参数的评估

Mohamed Sobhi Jabal1, Pranav Warman2, Jikai Zhang3,4

  • 1Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27710.

Radiology. Artificial intelligence
|March 12, 2025
PubMed
概括

具有检索增强生成 (RAG) 的开放权重语言模型 (LM) 可以准确地从放射学和病理学报告中提取结构化数据. 精心调整的LM和快速工程是医疗保健报告中最佳性能的关键.

关键词:
医疗保健报告 医疗保健报告大型语言模型病理学 病理学 病理学放射学 放射学是一门学科.获取 - 增强后代的获取

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