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Updated: Mar 4, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts

Published on: September 20, 2018

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全面召回:通过人工智能驱动的元数据标准化来提高数据的公平性

Sowmya S Sundaram1, Rafael S Gonçalves1, Mark A Musen1

  • 1Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, California, USA.

GigaScience
|March 3, 2026
PubMed
概括

我们使用生成预训练变压器4 (GPT-4) 和扩展数据注释和检索中心 (CEDAR) 模板开发了一种方法来标准化科学元数据. 这种方法显著改善了数据集检索性能和回忆,加速了科学发现.

关键词:
这是公平的,公平的.信息检索 信息检索大型语言模型这些元数据是元数据.自然语言处理自然语言处理.标准 标准 标准 标准

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