CollectionLocator Level 1: Metadata-Based Search for Collections in Federated Biobanks

Volodymyr A. Shekhovtsov, Bence Slajcho, Aron Sacherer, Johann Eder
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Abstract

Biobanks are indispensable resources for medical research collecting biological material and associated data and making them available for research projects and medical studies. For that, the biobank data has to meet certain criteria which can be formulated as adherence to the FAIR (findable, accessible, interoperable and reusable) principles. We developed a tool, CollectionLocator, which aims at increasing the FAIR compliance of biobank data by supporting researchers in identifying which biobank and which collection are likely to contain cases (material and data) satisfying the requirements of a defined research project when the detailed sample data is not available due to privacy restrictions. The CollectionLocator is based on an ontology-based metadata model to address the enormous heterogeneities and ensure the privacy of the donors of the biological samples and the data. Furthermore, the CollectionLocator represents the data and metadata quality of the collections such that the quality requirements of the requester can be matched with the quality of the available data. The concept of CollectionLocator is evaluated with a proof-of-concept implementation.
CollectionLocator 1 级:基于元数据的联合生物库藏品搜索
生物库是医学研究不可或缺的资源,它收集生物材料和相关数据,并提供给研究项目和医学研究使用。为此,生物库数据必须符合一定的标准,这些标准可以表述为遵守 FAIR(可查找、可访问、可互操作和可重用)原则。我们开发了一款名为 CollectionLocator 的工具,旨在提高生物库数据的 FAIR 合规性,支持研究人员在因隐私限制而无法获得详细样本数据的情况下,识别哪个生物库和哪个集合可能包含满足特定研究项目要求的病例(材料和数据)。采集定位器以基于本体的元数据模型为基础,以解决巨大的异质性问题,并确保生物样本和数据捐献者的隐私。此外,采集定位器还代表了采集数据和元数据的质量,从而使查询者的质量要求与可用数据的质量相匹配。收集定位器的概念通过概念验证实现进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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