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Automatic Classification of Structured Product Labels for Pregnancy Risk Drug Categories, a Machine Learning Approach

With regular expressions and manual review, 18,342 FDA-approved drug product labels were processed to determine if the five standard pregnancy drug risk categories were mentioned in the label. After excluding 81 drugs with multiple-risk categories, 83% of the labels had a risk category within the te...

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Dades bibliogràfiques
Publicat a:AMIA Annu Symp Proc
Autors principals: Rodriguez, Laritza M., Fushman, Dina Demner
Format: Artigo
Idioma:Inglês
Publicat: American Medical Informatics Association 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4765680/
https://ncbi.nlm.nih.gov/pubmed/26958248
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