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Comparing a knowledge-driven approach to a supervised machine learning approach in large-scale extraction of drug-side effect relationships from free-text biomedical literature

BACKGROUND: Systems approaches to studying drug-side-effect (drug-SE) associations are emerging as an active research area for both drug target discovery and drug repositioning. However, a comprehensive drug-SE association knowledge base does not exist. In this study, we present a novel knowledge-dr...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Xu, Rong, Wang, QuanQiu
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2015
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4402591/
https://ncbi.nlm.nih.gov/pubmed/25860223
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-16-S5-S6
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