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Ontology-driven weak supervision for clinical entity classification in electronic health records

In the electronic health record, using clinical notes to identify entities such as disorders and their temporality (e.g. the order of an event relative to a time index) can inform many important analyses. However, creating training data for clinical entity tasks is time consuming and sharing labeled...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Fries, Jason A., Steinberg, Ethan, Khattar, Saelig, Fleming, Scott L., Posada, Jose, Callahan, Alison, Shah, Nigam H.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8016863/
https://ncbi.nlm.nih.gov/pubmed/33795682
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-22328-4
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