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cs.AI2022
UVA Resources for the Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus
Vinh Nguyen, Olivier Bodenreider
The construction and maintenance process of the UMLS (Unified Medical Language System) Metathesaurus is time-consuming, costly, and error-prone as it relies on (1) the lexical and…
cs.CL2022★ 2 cited
UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus
Thilini Wijesiriwardene, Vinh Nguyen, Goonmeet Bajaj +7
The UMLS Metathesaurus integrates more than 200 biomedical source vocabularies. During the Metathesaurus construction process, synonymous terms are clustered into concepts by human…