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Extended Clinical Discourse Representation Structure for Controlled Natural Language Clinical Decision Support Systems

机译:受控自然语言临床决策支持系统的扩展临床话语表示结构

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摘要

To support an end to end Question and Answering system to help the clinical practitioners in a cardiovascular healthcare environment, an extended discourse representation structure CIDERS is introduced. This extension of the well-known DRT (Discourse Representation Theory) structures, go beyond single text representation extending them to embrace the general clinical history of a given patient. Introduced is a proposed and developed ontology framework, Ontology for General Clinical Practice, enhancing the currently available state-of-the-art ontologies for medical science and for the cardiovascular specialty, It's shown the scientific and philosophical reasons of its present dual structure with a deeply expressive (SHOIN) terminological base (TBox) and a highly computable (EL++) assertions knowledge base (ABox).
机译:为了支持端到端问答系统,以帮助心血管保健环境中的临床医生,引入了扩展的话语表示结构CIDERS。众所周知的DRT(话语表征理论)结构的这种扩展超出了单一文本表示的范围,从而将其扩展为涵盖特定患者的一般临床病史。介绍了一个提出和开发的本体框架-通用临床实践本体,增强了医学和心血管专业目前可用的最先进的本体,它展示了其当前二元结构的科学和哲学原因。深度表达(SHOIN)术语库(TBox)和高度可计算(EL ++)断言知识库(ABox)。

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