Semi-Supervised Recurrent Neural Network for Adverse Drug Reaction mention extraction

BACKGROUND: Social media is a useful platform to share health-related information due to its vast reach. This makes it a good candidate for public-health monitoring tasks, specifically for pharmacovigilance. We study the problem of extraction of Adverse-Drug-Reaction (ADR) mentions from social media...

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Veröffentlicht in:BMC Bioinformatics
Hauptverfasser: Gupta, Shashank, Pawar, Sachin, Ramrakhiyani, Nitin, Palshikar, Girish Keshav, Varma, Vasudeva
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2018
Schlagworte:
Research
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5998760/
https://ncbi.nlm.nih.gov/pubmed/29897321
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2192-4
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