BMC Med Inform Decis Mak - Translating the Foundational Model of Anatomy into French using knowledge-based and lexical methods.

Tópicos

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Resumo

CKGROUND: The Foundational Model of Anatomy (FMA) is the reference ontology regarding human anatomy. FMA vocabulary was integrated into the Health Multi Terminological Portal (HMTP) developed by CISMeF based on the CISMeF Information System which also includes 26 other terminologies and controlled vocabularies, mainly in French. However, FMA is primarily in English. In this context, the translation of FMA English terms into French could also be useful for searching and indexing French anatomy resources. Various studies have investigated automatic methods to assist the translation of medical terminologies or create multilingual medical vocabularies. The goal of this study was to facilitate the translation of FMA vocabulary into French.METHODS: We compare two types of approaches to translate the FMA terms into French. The first one is UMLS-based on the conceptual information of the UMLS metathesaurus. The second method is lexically-based on several Natural Language Processing (NLP) tools.RESULTS: The UMLS-based approach produced a translation of 3,661 FMA terms into French whereas the lexical approach produced a translation of 3,129 FMA terms into French. A qualitative evaluation was made on 100 FMA terms translated by each method. For the UMLS-based approach, among the 100 translations, 52% were manually rated as "very good" and only 7% translations as "bad". For the lexical approach, among the 100 translations, 47% were rated as "very good" and 20% translations as "bad".CONCLUSIONS: Overall, a low rate of translations were demonstrated by the two methods. The two approaches permitted us to semi-automatically translate 3,776 FMA terms from English into French, this was to added to the existing 10,844 French FMA terms in the HMTP (4,436 FMA French terms and 6,408 FMA terms manually translated).

Resumo Limpo

ckground foundat model anatomi fma refer ontolog regard human anatomi fma vocabulari integr health multi terminolog portal hmtp develop cismef base cismef inform system also includ terminolog control vocabulari main french howev fma primarili english context translat fma english term french also use search index french anatomi resourc various studi investig automat method assist translat medic terminolog creat multilingu medic vocabulari goal studi facilit translat fma vocabulari frenchmethod compar two type approach translat fma term french first one umlsbas conceptu inform uml metathesaurus second method lexicallybas sever natur languag process nlp toolsresult umlsbas approach produc translat fma term french wherea lexic approach produc translat fma term french qualit evalu made fma term translat method umlsbas approach among translat manual rate good translat bad lexic approach among translat rate good translat badconclus overal low rate translat demonstr two method two approach permit us semiautomat translat fma term english french ad exist french fma term hmtp fma french term fma term manual translat

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