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Learning unsupervised contextual representations for medical synonym discovery

OBJECTIVES: An important component of processing medical texts is the identification of synonymous words or phrases. Synonyms can inform learned representations of patients or improve linking mentioned concepts to medical ontologies. However, medical synonyms can be lexically similar (“dilated RA” a...

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Detalles Bibliográficos
Autores principales: Schumacher, Elliot, Dredze, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6994012/
https://www.ncbi.nlm.nih.gov/pubmed/32025651
http://dx.doi.org/10.1093/jamiaopen/ooz057