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Semantic Processing to Identify Adverse Drug Event Information from Black Box Warnings

We utilized a semantic natural language processing approach to extract adverse drug event information from FDA black box warnings. Overall performance was 90% precision, 51% recall, and 0.65 F-Score. Information extracted can be stored in a structured format and may be useful to support clinical dec...

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Autors principals: Culbertson, Adam, Fiszman, Marcelo, Shin, Dongwook, Rindflesch, Thomas C.
Format: Artigo
Idioma:Inglês
Publicat: American Medical Informatics Association 2013
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3900176/
https://ncbi.nlm.nih.gov/pubmed/24551335
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