用于医疗数据集成的中介和图数据模型

M. Pabón, G. Montoya, M. Millán
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引用次数: 3

摘要

数据集成旨在为用户提供存储在不同、异构和自治源中的数据的统一、集成和全局视图。在医学领域,通常会有分散在不同来源的信息,如医学图像、诊断报告和医疗记录。这些信息的整合对于支持诊断、治疗计划和监测、教育和研究过程非常重要。本文提出了一种基于中介的集成体系结构。中介使用图模型来表示源中包含的数据结构。这是应用领域的概念模型,由一组子图组成。每个子图表示每个数据源的数据。源具有与数据注释相关联的元数据存储库,数据注释也用于访问数据。
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Mediation and graph data models for medical data integration
Data integration aims to provide users with a unified, integrated and global view of the data stored in diverse, heterogeneous and autonomous sources. In the medical domain it is common to have information scattered in different sources such as medical images medical images, diagnostic reports and medical records. The integration of this information is important to support processes of diagnosis, treatment planning and monitoring, education and research. In this paper an integration architecture based on mediation is presented. The mediator uses a graph model to represent the structure of data contained in the sources. This is a conceptual model of the application domain and is formed by a set of subgraphs. Each subgraph represents the data of each data source. The sources have a metadata repository associated with data annotations, which are also used to access the data.
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