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Updated: Jan 12, 2026

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LLM-DQR:基于大型语言模型的电子健康记录数据质量规则的自动生成

Shuyang Xie1, Hailing Cai1, Yaoqin Sun1

  • 1College of Biomedical Engineering and Instrument Science, Zhejiang University, Zheda Road, 310027 Hangzhou, China.

Journal of biomedical informatics
|November 8, 2025
PubMed
概括

大型语言模型 (LLM) 通过LLM-DQR自动化电子健康记录 (EHR) 数据质量规则生成,与手动方法相比显著提高效率和覆盖范围. 这种方法提高了临床环境中的数据质量分析.

关键词:
自动化 自动化 自动化思想链式提示提示数据质量评估数据质量评估数据质量规则数据质量规则电子健康记录是电子健康记录.大型语言模型.

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