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首页> 外文会议>Language, ontology, terminology and knowledge structures workshop >Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation.
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Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation.

机译：用UMLS概念和语义类型来丰富法国生物医学本体，用于生物医学命名实体识别，尽管本体语义诠释。

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摘要

Medical terminologies and ontologies are a crucial resource for semantic annotation of biomedical text. In French, there are considerably less resources and tools to use them than in English. Some terminologies from the Unified Medical Language System have been translated but often the identifiers used in the UMLS Metathesaurus, that make its huge integrated value, have been lost during the process. In this work, we present our method and results in enriching seven French versions of UMLS sources with UMLS Concept Unique Identifiers and Semantic Types based on information extracted from class labels, multilingual translation mappings and codes. We then measure the impact of the enrichment through the application of the SIFR Annotator, a service to identify ontology concepts in free text deployed within the SIFR BioPortal, a repository for French biomedical ontologies and terminologies. We use the Quaero Corpus to evaluate.
机译：医学术语和本体是生物医学文本的语义注释的关键资源。在法语中，使用它们的资源和工具比英文更少。来自统一医疗语言系统的一些术语已被翻译，但通常在该过程中丢失了UMLS Metathesaurus中使用的标识符，这在过程中丢失了。在这项工作中，我们介绍了我们的方法，并导致使用UMLS概念唯一标识符和语义类型来丰富七个法语版本的UMLS来源，基于从类标签，多语言翻译映射和代码中提取的信息。然后，我们通过SIFR Annotator的应用来衡量丰富的影响，该服务在SIFR Bioportal在SIFR Bioportal中部署的自由文本中识别本体概念，是法国生物医学本体和术语的存储库。我们使用Quaero语料库来评估。

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