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Pooling annotated corpora for clinical concept extraction

BACKGROUND: The availability of annotated corpora has facilitated the application of machine learning algorithms to concept extraction from clinical notes. However, high expenditure and labor are required for creating the annotations. A potential alternative is to reuse existing corpora from other i...

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Detalles Bibliográficos
Autores principales: Wagholikar, Kavishwar B, Torii, Manabu, Jonnalagadda, Siddhartha R, Liu, Hongfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3599895/
https://www.ncbi.nlm.nih.gov/pubmed/23294871
http://dx.doi.org/10.1186/2041-1480-4-3