Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus

With 214 source vocabularies, the construction and maintenance process of the UMLS (Unified Medical Language System) Metathesaurus terminology integration system is costly, time-consuming, and error-prone as it primarily relies on (1) lexical and semantic processing for suggesting groupings of synon...

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Vydané v:	Proceedings of the ... International World-Wide Web Conference. International WWW Conference Ročník 2021; s. 2672
Hlavní autori:	Nguyen, Vinh, Yip, Hong Yung, Bodenreider, Olivier
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Netherlands 01.04.2021
Predmet:	logical rules supervised learning scalability vocabulary alignment UMLS Metathesaurus neural networks
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