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A Simplified Architecture to Integrate and Interoperate Heterogeneous and Distributed Healthcare Data

机译:一种简化的架构,可以集成和互操作异构和分布式医疗数据

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The different health organizations are using various databases having different data models to store healthcare data. Those electronic data are significant to integrate for providing urgent information about the patient and better quality treatment. Information retrieval is the first condition from a heterogeneous environment to integrate and interoperate data. Three main challenges are facing in the time of information retrieval from heterogeneous and distributed databases: (i) resolving the structural or data model variability, (ii) bridging among various data querying syntaxes, and (iii) mitigating semantic heterogeneity of data created in data storing time. The aim of this paper is how to retrieve data effectively from heterogeneous and distributed healthcare databases, whether to use standard or various other data models. We here propose a simplified architecture to integrate and interoperate data among different databases having distinct nature and query language developed by different vendors. Also, a client API is implemented pragmatically to retrieve data from MySQL, MarkLogic, and Apache Cassandra. The primarily implemented part of our proposed architecture retrieves data from different databases successfully and efficiently.
机译:不同的健康组织正在使用具有不同数据模型的各种数据库来存储医疗保健数据。那些电子数据很重要,可以集成用于提供有关患者的紧急信息和更好的优质治疗。信息检索是来自异构环境的第一个条件,以集成和互操作数据。从异构和分布式数据库的信息检索时面临三个主要挑战:(i)解决结构或数据模型变异性,(ii)在各种数据查询语法中桥接,(iii)缓解数据中创建的数据的语义异质性存储时间。本文的目的是如何从异构和分布式医疗保健数据库中有效地检索数据,无论是使用标准或各种其他数据模型。我们在此提出了一种简化的体系结构,可以在具有不同供应商开发的不同性质和查询语言的不同数据库中集成和互操作数据。此外,将实现客户端API,以便从MySQL,MarkLogic和Apache Cassandra中检索数据。我们建议体系结构的主要实现部分成功和有效地检索来自不同数据库的数据。

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