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Improving medical term embeddings using UMLS Metathesaurus

BACKGROUND: Health providers create Electronic Health Records (EHRs) to describe the conditions and procedures used to treat their patients. Medical notes entered by medical staff in the form of free text are a particularly insightful component of EHRs. There is a great interest in applying machine...

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Detalles Bibliográficos
Autores principales: Chanda, Ashis Kumar, Bai, Tian, Yang, Ziyu, Vucetic, Slobodan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052653/
https://www.ncbi.nlm.nih.gov/pubmed/35488252
http://dx.doi.org/10.1186/s12911-022-01850-5