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Automatically disambiguating medical acronyms with ontology-aware deep learning

Modern machine learning (ML) technologies have great promise for automating diverse clinical and research workflows; however, training them requires extensive hand-labelled datasets. Disambiguating abbreviations is important for automated clinical note processing; however, broad deployment of ML for...

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Detalles Bibliográficos
Autores principales: Skreta, Marta, Arbabi, Aryan, Wang, Jixuan, Drysdale, Erik, Kelly, Jacob, Singh, Devin, Brudno, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8423722/
https://www.ncbi.nlm.nih.gov/pubmed/34493718
http://dx.doi.org/10.1038/s41467-021-25578-4