基于数据字典最小信息模型(DDMIM)规范的元数据搜索门户的构想与开发。

Leslie Diana Wamba Makem, Abishaa Vengadeswaran, Dupleix Achille Takoulegha, Dennis Kadioglu
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引用次数: 0

摘要

引言:元数据的异构性仍然是医疗保健领域的一个关键挑战。数据字典最小信息模型(DDMIM)旨在满足不同标准和数据字典之间的互操作性需求,以促进元数据的交换。目的:提出了基于DDMIM规范的元数据搜索门户的概念和开发,旨在提高卫生数据集的可发现性和可访问性,增强互操作性。方法:我们对现有元数据存储库进行了文献综述,以选择可能相关的元数据存储库进行进一步的工作。创建了一个映射,将来自不同mdr的元数据转换为DDMIM格式。与此同时,正在评估原型搜索门户的需求,该门户集成了来自各种公共存储库的元数据。结果:基于ddmim的搜索门户能够有效整合异构元数据,提高健康数据集的查找效率。讨论:这种门户支持异构元数据来源的集成,并确保遵守公平原则,以优化用于研究和临床应用的健康数据的使用。因此,解决医疗数据集成与利用领域存在的挑战具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Conception and Development of a Metadata Search Portal Based on the Data Dictionary Minimal Information Model (DDMIM) Specification.

Introduction: The heterogeneity of metadata continues to be a key challenge in the healthcare sector. The Data Dictionary Minimal Information Model (DDMIM) aims to meet the need for interoperability between different standards and data dictionaries to facilitate the exchange of metadata.

Objective: This paper presents the conception, and the development of a metadata search portal based on the DDMIM specification, designed to improve the discoverability and accessibility of health datasets and enhance interoperability.

Methods: We conducted a literature review of existing metadata repositories to select potentially relevant ones for further work. A mapping was created to transform metadata from different MDRs into the DDMIM format. In parallel, the requirements for a prototype search portal are being evaluated, which integrates metadata from various public repositories.

Results: The results show that a DDMIM-based search portal can effectively integrate heterogeneous metadata sources and improve the finding of health datasets.

Discussion: Such a portal supports the integration of heterogeneous metadata sources and ensures compliance with FAIR principles to optimize the use of health data for research and clinical applications. It is therefore of great importance to address the existing challenges in the field of medical data integration and utilization.

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