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Redundancy-Aware Topic Modeling for Patient Record Notes

The clinical notes in a given patient record contain much redundancy, in large part due to clinicians’ documentation habit of copying from previous notes in the record and pasting into a new note. Previous work has shown that this redundancy has a negative impact on the quality of text mining and to...

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Detalles Bibliográficos
Autores principales: Cohen, Raphael, Aviram, Iddo, Elhadad, Michael, Elhadad, Noémie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3923754/
https://www.ncbi.nlm.nih.gov/pubmed/24551060
http://dx.doi.org/10.1371/journal.pone.0087555