对现实世界医疗保健证据中偏见来源的多维层次结构框架:范围审查

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Haeun Lee1, Christelle Xiong1, Derek Baughman1

  • 1Biomedical Informatics and Data Science, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, MD, USA.

Journal of biomedical informatics
|January 22, 2026
PubMed
概括

这项研究从电子健康记录中确定了现实世界证据生成中的偏见来源. 一个新的框架有助于理解如何在使用真实世界的数据的大型跨国研究中产生偏见.

关键词:
编码系统编码系统一个共同的数据模型.数据管理数据管理提取物 提取物医疗保健系统 医疗保健系统观察性研究 观察性研究偏见的来源 偏见的来源转换 转换 转换 转换 转换 转换负载 (ETL) 的情况.

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