医学数据元素存储库的更好的语义互操作性:分析研究研究
Zhengyong Hu1, Anran Wang1, Yifan Duan1
1Institute of Medical Information/Medical Library, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
JMIR medical informatics
|September 30, 2024
概括
医疗数据元素存储库需要改进,以便更广泛地使用. 分析揭示了数据重复使用协议和符合FAIR原则的问题,阻碍了有效的医疗数据共享和互操作性.
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
- 健康数据管理 管理健康数据
背景情况:
- 数据元素存储库对于标准化医疗数据和增强语义互操作性至关重要.
- 这些存储库的当前应用往往仅限于特定的项目和机构.
研究的目的:
- 确定挑战,并促进更广泛地采用医疗数据元素存储库.
- 评估典型的存储库,了解它们的优点和弱点.
主要方法:
- 一项文献审查确定了五个数据元素存储库用于分析.
- 为了评估,开发了一个具有7个维度和36个指标的新框架.
主要成果:
- 存储库具有独特的特性,但面临着构建问题,包括缺乏数据重用协议和不足的应用信息.
- 符合公平原则:可查找/可重复使用的45%,可访问的90%,可互操作的67%.
结论:
- 提供了建议,以加强存储库的构建和应用.
- 这些见解有利于数据管理人员,计算机专家和医疗数据共享的利益相关者.
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