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A framework for a distributed, hybrid, multiple-ontology clinical-guideline library, and automated guideline-support tools.

机译:分布式,混合,多本体的临床指南库和自动指南支持工具的框架。

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摘要

Clinical guidelines are a major tool in improving the quality of medical care. However, most guidelines are in free text, not in a formal, executable format, and are not easily accessible to clinicians at the point of care. We introduce a Web-based, modular, distributed architecture, the Digital Electronic Guideline Library (DeGeL), which facilitates gradual conversion of clinical guidelines from text to a formal representation in chosen target guideline ontology. The architecture supports guideline classification, semantic markup, context-sensitive search, browsing, run-time application, and retrospective quality assessment. The DeGeL hybrid meta-ontology includes elements common to all guideline ontologies, such as semantic classification and domain knowledge; it also includes four content-representation formats: free text, semi-structured text, semi-formal representation, and a formal representation. These formats support increasingly sophisticated computational tasks. The DeGeL tools for support ofguideline-based care operate, at some level, on all guideline ontologies. We have demonstrated the feasibility of the architecture and the tools for several guideline ontologies, including Asbru and GEM.
机译:临床指南是提高医疗质量的主要工具。但是,大多数准则都是自由文本,而不是正式的可执行格式,并且在护理时临床医生不容易获得。我们介绍了一种基于Web的模块化分布式体系结构,即数字电子指南库(DeGeL),它有助于将临床指南从文本逐步转换为所选目标指南本体中的正式表示形式。该体系结构支持指南分类,语义标记,上下文相关搜索,浏览,运行时应用程序和追溯质量评估。 DeGeL混合元本体论包括所有准则本体论共同的元素,例如语义分类和领域知识;它还包括四种内容表示格式:自由文本,半结构化文本,半正式表示和正式表示。这些格式支持日益复杂的计算任务。用于支持基于指南的护理的DeGeL工具在所有指南本体上都在某种程度上起作用。我们已经证明了该体系结构和用于多种准则本体的工具的可行性,包括Asbru和GEM。

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