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Process interoperability in healthcare systems with dynamic semantic web services

机译:具有动态语义Web服务的医疗保健系统中的流程互操作性

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摘要

Healthcare systems are very complex due to extreme heterogeneity in their data and processes. Researchers and practitioner need to make systems interoperable and integrate for the benefit of all the stakeholders including hospitals, clinicians, medical support staff, and patients. The broader goal of interoperability can only be achieved when standards are practiced.Two different healthcare systems can earn HL7 conformance and compliance but at the same time can be incompatible for interoperability because of varying implementation of HL7 interaction model. This is mainly because workflows in healthcare systems are very complex. Interoperability on one hand requires flexible mechanism for the mapping of business processes to a standard, HL7 in our example. On the other hand it requires deeper understanding of the standard interaction model and gaps created by their incompatible implementations. In this paper we propose a novel technique of dynamically creating semantic web services as overlay on top of the existing services. We used Web Service Modeling Framework as an underlying architecture for HL7 process artifacts implementation as semantic web services. These semantic services are mapped to our proposed interaction ontology. Integrated reasoning mechanism provides necessary execution semantics for more effective and seamless end-to-end communication.The prototype we tested on different processes from the laboratory domain at a local diagnostic laboratory with uninterrupted process flow. The scenario of Result Query Placer interaction flow and its associated process artifacts are executed for the proof of concept.The proposed solution complements the existing data interoperability in HL7 and leads to semantic process interoperability. The achievement of semantic interoperability results in timely delivery of healthcare services to patients saving precious lives.
机译:由于数据和流程的极端异质性,医疗保健系统非常复杂。研究人员和从业人员需要使系统可互操作和集成,以造福所有利益相关者,包括医院,临床医生,医疗支持人员和患者。只有在实践标准的情况下,才能实现更广泛的互操作性目标。两种不同的医疗保健系统都可以实现HL7一致性和合规性,但由于HL7交互模型的实现方式不同,因此可能互不兼容。这主要是因为医疗保健系统中的工作流程非常复杂。一方面,互操作性需要灵活的机制,用于将业务流程映射到标准(在我们的示例中为HL7)。另一方面,它需要更深入地了解标准交互模型以及由其不兼容的实现所造成的差距。在本文中,我们提出了一种动态创建语义Web服务的新技术,以覆盖现有服务之上。我们使用Web服务建模框架作为HL7流程工件实现为语义Web服务的基础体系结构。这些语义服务映射到我们提出的交互本体。集成的推理机制提供了必要的执行语义,以实现更有效和无缝的端到端通信。我们在本地诊断实验室的实验室域的不同过程中测试了原型,过程流不间断。执行结果查询放置器交互流程及其关联过程工件的场景以进行概念验证。所提出的解决方案补充了HL7中现有的数据互操作性,并导致了语义过程互操作性。语义互操作性的实现可为患者及时提供医疗服务,从而挽救宝贵的生命。

著录项

  • 来源
    《Computing》 |2013年第9期|837-862|共26页
  • 作者单位

    Department of Computer Engineering Kyung Hee University">(1);

    Department of Computer Engineering Kyung Hee University">(1);

    School of Electrical Engineering and Computer Science National University of Sciences and Technology (NUST)">(2);

    Department of Computer Engineering Kyung Hee University">(1);

    School of Electrical Engineering and Computer Science National University of Sciences and Technology (NUST)">(2);

    Department of Computer Engineering Kyung Hee University">(1);

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Interoperability; Ontology; Workflow; HL7; Web Services;

    机译:互操作性;本体论;工作流程;HL7;网页服务;
  • 入库时间 2022-08-17 23:46:21

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