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Using phrases and document metadata to improve topic modeling of clinical reports

Probabilistic topic models provide an unsupervised method for analyzing unstructured text, which have the potential to be integrated into clinical automatic summarization systems. Clinical documents are accompanied by metadata in a patient’s medical history and frequently contains multiword concepts...

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Detalhes bibliográficos
Publicado no:J Biomed Inform
Main Authors: Speier, William, Ong, Michael K., Arnold, Corey W.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4902330/
https://ncbi.nlm.nih.gov/pubmed/27109931
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2016.04.005
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