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Practical Extension of Provenance to Healthcare Data Based on the W3C PROV Standard

机译:基于W3C PIM标准的医疗数据的实际延长

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Secondary use of healthcare data is dependent on the availability of provenance data for assessing its quality, reliability or trustworthiness. Usually, instance-level data that might be communicated by HL7 interfaces entail limited metadata about involved software systems, persons or organizations bearing responsibility for those systems. This paper proposes a strategy for capturing interoperable provenance data needed by data stewards for assessing healthcare data that are reused in a research context. Aimed at a realistic level of granularity even system-level metadata will support a data steward trying to trace the origins or provenance of healthcare data that have been transferred to the research context. Those metadata are extracted from the 3LGM2-system, used for modelling hospital information systems. Based on the W3C provenance specification interrelated activities, entities and agents can be integrated and stored in RDF triple stores and therefore queried and visualized.
机译:医疗保健数据的二次使用取决于提供评估其质量,可靠性或可信度的出处数据的可用性。通常,由HL7接口传送的实例级数据将涉及有关涉及这些系统负责的软件系统,人员或组织的有限元数据。本文提出了一种策略,用于捕获数据管理所需的可互操作性分子数据,以评估在研究环境中重复使用的医疗保健数据。旨在造粒的现实水平甚至系统级元数据将支持数据管家试图追踪已转移到研究环境的医疗数据的起源或出处。这些元数据是从3LGM2系统中提取的,用于建模医院信息系统。基于W3C出处规范,可以集成和存储实体和代理,并在RDF三重存储中存储,因此查询和可视化。

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