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Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease

机译:基于本体论慢性疾病的服务导向的可匹配临床决策支持系统的开发

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Clinical decision support systems (CDSSs) have been proved as an efficient way to improve health care quality. However, the inflexibility in integrating multiple clinical practice guidelines (multi-CPGs), the mass input workload of patient data, and the difficulty in system sharing become barriers of CDSSs implementation. In this paper, we proposed a framework of CDSS for chronic disease based on ontology and service-oriented architecture (SOA) to improve these defects. We used ontology for knowledge base construction on multi-CPGs integration to overcome their differences as well as reduce the input procedure of patient data by ontology reasoning. Furthermore, we built the CDSS on an SOA structure to provide flexibility in system and data sharing, such that patients could get suggestions from the same system for self-management of chronic disease. A typical case was used to validate the CDSS functions and accuracy. Two clients were developed to illustrate the SOA superiority.
机译:临床决策支持系统(CDSSS)被证明是提高医疗保健品质的有效方法。然而,在整合多个临床实践指南(多CPG),患者数据的质量输入工作量以及系统共享的难度方面的不灵活性成为CDSSS的障碍。在本文中,我们提出了基于本体和服务导向的建筑(SOA)的慢性疾病CDSS的框架,以改善这些缺陷。我们对多CPGS集成的知识库构建使用本体论克服了他们的差异,并通过本体推理来减少患者数据的输入程序。此外,我们在SOA结构上建立了CDS,以提供系统和数据共享的灵活性,使得患者可以从同一系统中获得与慢性疾病的自我管理的相同系统的建议。使用典型的案例来验证CDSS功能和准确性。开发了两个客户以说明SOA优势。

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