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Context and Semantic based Knowledge Retrieval from Clinical guidelines Knowledge Bases

机译:从临床指南知识库的背景和基于语义的知识检索

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Clinical practice guidelines (CPG) are being developed that contain evidence based best practices. CPGs are used by healthcare practitioners at decision points to make their decisions, to standardize clinical practice and to provide evidence mediated healthcare. Efforts are being made towards computerization of CPGs and relevant retrieval of the knowledge and information of CPG knowledge bases. Many attempts have been made towards the knowledge modeling of CPG to transform them in "If-then-with" rules and then applying inferences to triggers the rules. In our work, in this paper, we present CSSB (context, structure, semantic based) Knowledge Retrieval and Extraction Framework and indexing strategy to provide relevant knowledge assistance to healthcare practitioners at their decision points.
机译:正在制定临床实践指南(CPG),其中包含基于证据的最佳实践。医疗保健从业人员在决策点使用CPG,以使其决定标准化临床实践并提供证据介导的医疗保健。正在努力对CPG的计算机化以及相关的CPG知识库的知识和信息的相关检索。已经朝着CPG的知识建模作出了许多尝试,以将它们转换为“if-wey-with”规则,然后应用推断来触发规则。在我们的工作中,在本文中,我们展示了CSSB(上下文,结构,语义的)知识检索和提取框架和索引策略,为他们决策点的医疗保健从业者提供相关的知识援助。

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