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Predicting medical specialty from text based on a domain-specific pre-trained BERT

BACKGROUND: Owing to the prevalence of the coronavirus disease (COVID-19), coping with clinical issues at the individual level has become important to the healthcare system. Accordingly, precise initiation of treatment after a hospital visit is required for expedited processes and effective diagnose...

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Detalles Bibliográficos
Autores principales: Kim, Yoojoong, Kim, Jong-Ho, Kim, Young-Min, Song, Sanghoun, Joo, Hyung Joon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier B.V. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731829/
https://www.ncbi.nlm.nih.gov/pubmed/36512987
http://dx.doi.org/10.1016/j.ijmedinf.2022.104956