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Updated: Mar 18, 2026

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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知识的性能边界提示:对大型语言模型中ICD编码任务的注入策略和规模效应的研究

Xiaosong Jiang1, Chen Wang2, Guxue Shan2

  • 1Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China.

Digital health
|March 16, 2026
PubMed
概括

使用大型语言模型 (LLM) 和专门提示的优化国际疾病分类 (ICD) 编码显著提高了准确性. 具有上下文提示的DeepSeek-V3显示了在医疗记录编码中临床应用的巨大潜力.

关键词:
疾病的国际分类.大型语言模型.电子医疗记录 电子医疗记录医学编码 医学编码快速的工程提示提示工程

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