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Development of a Gestational Diabetes Computer Interpretable Guideline using Semantic Web Technologies

机译:使用语义网络技术开发妊娠糖尿病计算机可解释指南

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The benefits of following Clinical Practice Guidelines (CPGs) in the daily practice of medicine have been widely studied, being a powerful method for standardization and improvement of medical care quality. However, applying these guidelines to promote evidence-based and up-to-date clinical practice is a known challenge due to the lack of digitalization of clinical guidelines. In order to overcome this issue, the use of Clinical Decision Support Systems (CDSS) has been promoted in clinical centres. Nevertheless, CPGs must be formalized in a computer interpretable way to be implemented within CDSS. Moreover, these systems are usually developed and implemented using local setups, and hence local terminologies, which causes lack of semantic interoperability. In this context, the implementation of Semantic Web Technologies (SWTs) to formalize the concepts used in guidelines promotes the interoperability and standardization of those systems. In this paper, an architecture that allows the formalization of CPGs into Computer Interpretable Guidelines (CIGs) supported by an ontology in the gestational diabetes domain is presented. This CIG has been implemented within a CDSS and a mobile application has been developed for guiding patients based on up-to-date evidence based clinical guidelines.
机译:在医学日常实践中,临床实践指南(CPG)的益处已被广泛研究,是一种强大的标准化和改善医疗保健品质的方法。但是,将这些准则应用于促进基于证据和最新的临床实践,这是由于临床指南缺乏数字化而引起的已知挑战。为了克服这个问题,在临床中心促进了使用临床决策支持系统(CDSS)。尽管如此,CPG必须以计算机可解释的方式正式化,以在CDS中实施。此外,这些系统通常使用本地设置开发和实现,因此是局部术语,这导致缺乏语义互操作性。在这种情况下,执行语义Web技术(SWTS)以形式化指南中使用的概念促进这些系统的互操作性和标准化。在本文中,提出了一种允许CPG将CPG形式化进入妊娠期糖尿病域中本体支持的计算机可解释的指导方针(CIG)的架构。该CIG已经在CDS中实施,并且已经为基于最新证据的临床指南引导患者开发了移动应用程序。

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