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Feasibility of pooling annotated corpora for clinical concept extraction

Availability of annotated corpora has facilitated application of machine learning algorithms to concept extraction from clinical notes. However, it is expensive to prepare annotated corpora in individual institutions, and pooling of annotated corpora from other institutions is a potential solution....

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Detalles Bibliográficos
Autores principales: Wagholikar, Kavishwar, Torii, Manabu, Jonnalagadda, Siddhartha, Liu, Hongfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3392069/
https://www.ncbi.nlm.nih.gov/pubmed/22779047