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Combining Corpus-derived Sense Profiles with Estimated Frequency Information to Disambiguate Clinical Abbreviations

Abbreviations are widely used in clinical notes and are often ambiguous. Word sense disambiguation (WSD) for clinical abbreviations therefore is a critical task for many clinical natural language processing (NLP) systems. Supervised machine learning based WSD methods are known for their high perform...

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Detalhes bibliográficos
Main Authors: Xu, Hua, Stetson, Peter D., Friedman, Carol
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3540457/
https://ncbi.nlm.nih.gov/pubmed/23304376
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