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MeDaX:FHIR上的一个知识图.

Ilya Mazein1, Tom Gebhardt1, Felix Zinkewitz2

  • 1Department of Medical Informatics, University Medicine Greifswald, Germany.

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概括

本研究探讨将健康七级快速医疗互操作性资源 (HL7 FHIR) 数据转换为临床研究的图形格式. 一个通用的提取-转换-负载 (ETL) 过程被开发用于自动化知识图的创建.

关键词:
临床研究数据 临床研究数据在 ETLTL 中,菲希尔 (FHIR) 是一个人.这就是MeDaX的意义.知识图表知识图表

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科学领域:

  • 医疗信息学 医疗信息学
  • 数据科学数据科学数据科学
  • 生物信息学是一种生物信息学.

背景情况:

  • 健康七级快速医疗互操作资源 (HL7 FHIR) 是德国临床数据交换的标准.
  • 图形数据库 (GDB) 为整合复杂和异质的医疗数据提供了优势.
  • 分析直接用于研究的原始FHIR数据可能具有挑战性.

研究的目的:

  • 评估不同的提取转换负载 (ETL) 方法,将FHIR数据转换为图形格式.
  • 从临床研究数据开发一个通用的ETL流程来创建知识图 (KG).
  • 实现一个原型管道用于自动化KG创建和本体结构.

主要方法:

  • 测试了FHIR到图形转换的各种ETL方法.
  • 为知识图表生成设计了一个通用的ETL过程.
  • 使用合成患者数据实现了自动化KG创建和本体结构的原型管道.

主要成果:

  • 为将FHIR数据转换为图形格式设计并实施了一种通用的ETL过程.
  • 从合成患者数据成功创建了一个原型知识图 (MeDaX-KG).
  • 开发的方法证明了额外的数据类型和格式的定制方便.

结论:

  • 开发的ETL方法有助于将FHIR数据转化为知识图,以加强临床研究.
  • MeDaX-KG原型展示了一种可行的方法,用于自动化知识图的创建和结构化.
  • 这种方法是可适应的,可以扩展以纳入各种数据类型和格式.