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Automatic Resolution of Ambiguous Terms Based on Machine Learning and Conceptual Relations in the UMLS

Motivation. The UMLS has been used in natural language processing applications such as information retrieval and information extraction systems. The mapping of free-text to UMLS concepts is important for these applications. To improve the mapping, we need a method to disambiguate terms that possess...

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Dades bibliogràfiques
Publicat a:J Am Med Inform Assoc
Autors principals: Liu, Hongfang, Johnson, Stephen B., Friedman, Carol
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2002
Matèries:
Accés en línia:https://ncbi.nlm.nih.govhttps://pmc.ncbi.nlm.nih.gov/articles/PMC349379/
https://ncbi.nlm.nih.govhttps://pubmed.ncbi.nlm.nih.gov/12386113/
https://ncbi.nlm.nih.govhttps://doi.org/10.1197/jamia.M1101
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