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Using the metaschema to audit UMLS classification errors.

机译:使用元模式来审核UMLS分类错误。

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摘要

The Unified Medical Language System integrates about 800,000 concepts from 99 biomedical terminologies. Each concept is assigned to at least one semantic type of the Semantic Network. During the integration, it is unavoidable that some classification errors and inconsistencies will be introduced. In this paper, we present an auditing technique to find such errors and inconsistencies. Our technique is based on an expert reviewing the pure intersections of meta-semantic types of the metaschema, a compact abstract view of the Semantic Network. Results regarding the pure intersections are reported. The analysis results for pure intersections with 1 to 6 concepts are presented. Various kinds of errors are identified.
机译:统一医学语言系统集成了来自99种生物医学术语的约80万个概念。每个概念被分配给语义网络的至少一种语义类型。在集成过程中,不可避免地会引入一些分类错误和不一致之处。在本文中,我们提出了一种审计技术来发现此类错误和不一致之处。我们的技术基于专家对元模式的元语义类型的纯交集(语义网络的紧凑抽象视图)进行回顾。报告有关纯交集的结果。给出了具有1到6个概念的纯交集的分析结果。识别出各种错误。

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