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Using Semantic Web technology to support icd-11 textual definitions authoring

机译:使用语义网技术支持icd-11文本定义创作

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摘要

The beta phase of the 11th revision of International Classification of Diseases (ICD-11) intends to accept public input through a distributed model of authoring. One of the core use cases is to create textual definitions for the ICD categories. The objective of the present study is to design, develop, and evaluate approaches to support ICD-11 textual definitions authoring using Semantic Web technology. We investigated a number of heterogeneous resources related to the definitions of diseases, including the linked open data (LOD) from DBpedia, the textual definitions from the Unified Medical Language System (UMLS) and the formal definitions of the Systematized Nomenclature of Medicine—Clinical Terms (SNOMED CT). We integrated them in a Semantic Web framework (i.e., the Linked Data in a Resource Description Framework [RDF] triple store), which is being proposed as a backend in a prototype platform for collaborative authoring of ICD-11 beta. We performed a preliminary evaluation on the usefulness of our approaches and discussed the potential challenges from both technical and clinical perspectives.
机译:《国际疾病分类》(ICD-11)第11版的beta版旨在通过分布式创作模型接受公众的意见。核心用例之一是为ICD类别创建文本定义。本研究的目的是设计,开发和评估支持使用语义Web技术创作ICD-11文本定义的方法。我们调查了许多与疾病定义相关的异构资源,包括DBpedia的链接开放数据(LOD),统一医学语言系统(UMLS)的文本定义以及医学系统化术语(临床术语)的正式定义(SNOMED CT)。我们将它们集成到了语义Web框架(即资源描述框架[RDF]中的链接数据三元存储)中,该框架正被提议作为ICD-11 beta协作创作的原型平台的后端。我们对方法的有效性进行了初步评估,并从技术和临床角度讨论了潜在的挑战。

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