Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts.

Objective: Social media is an important pharmacovigilance data source for adverse drug reaction (ADR) identification. Human review of social media data is infeasible due to data quantity, thus natural language processing techniques are necessary. Social media includes informal vocabulary and irregul...

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Detalles Bibliográficos
Publicado en:Journal of the American Medical Informatics Association Vol. 24; no. 4; pp. 813 - 822
Autores principales: Cocos, Anne, Fiks, Alexander G., Masino, Aaron J.
Formato: Journal Article
Publicado: Oxford University Press / USA Jul2017
Acceso en línea:Ver este registro en EBSCOhost