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Identifying Clinical Terms in Medical Text Using Ontology-Guided Machine Learning

BACKGROUND: Automatic recognition of medical concepts in unstructured text is an important component of many clinical and research applications, and its accuracy has a large impact on electronic health record analysis. The mining of medical concepts is complicated by the broad use of synonyms and no...

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Detalhes bibliográficos
Publicado no:JMIR Med Inform
Main Authors: Arbabi, Aryan, Adams, David R, Fidler, Sanja, Brudno, Michael
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6533869/
https://ncbi.nlm.nih.gov/pubmed/31094361
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/12596
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