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An Automated Approach to map a French terminology to UMLS

机译:将法国术语映射到UMLS的自动化方法

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Background: CCAM is a French terminology for coding clinical procedures. CCAM is a multi-hierarchical sti'uctured classification for procedures used in France for reimbursement in health care, which is external to UMLS . Objective: The objective of this work is to describe a French lexical approach allowing mapping CCAM procedures to the UMLS Metathe-saunis to achieve interoperability to multiple international terminologies. This approach used a preliminary step intended to take only the significant characters used to code CCAM corresponding to anatomical and actions axes. Results: According to the 7,926 CCAM codes used in this study, 5,212 possible matches (exact matching, single to multiple matching, partial matching) are found using the French CCAM to UMLS based mapping, 65% of the corresponding anatomical terms in the CCAM code are mapped to at least one UMLS Concept and 3 7% of the corresponding action terms in the CCAM code are mapped to at least one UMLS Concept. For all the exact matches found (n=200), 91% were rated by a human expert as narrower than the mapped UMLS Concepts, while only 3% were irrelevant.
机译:背景:CCAM是用于编码临床手续的法国术语。 CCAM是法国用于偿还医疗保健的程序的多个分层Sti'uctized分类,这是UML的外部。目的:这项工作的目标是描述一种法国词汇方法,允许将CCAM程序映射到UMLS Metathe-Saunis,以实现对多个国际术语的互操作性。这种方法使用初步步骤旨在仅采用与解剖和动作轴相对应的CCAM的重要字符。结果:根据本研究中使用的7,926个CCAM代码,使用法国CCAM基于UMLS的映射,5,212个可能的匹配(精确匹配,单个匹配,部分匹配,部分匹配),CCAM代码中的相应解剖术语的65%映射到至少一个UMLS概念,CCAM代码中的3%的相应操作项映射到至少一个UMLS概念。对于发现的所有完全匹配(n = 200),人类专家的91%的评级比映射的UMLS概念窄,而只有3%是无关紧要的。

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