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Machine learning-based identification and rule-based normalization of adverse drug reactions in drug labels

BACKGROUND: Use of medication can cause adverse drug reactions (ADRs), unwanted or unexpected events, which are a major safety concern. Drug labels, or prescribing information or package inserts, describe ADRs. Therefore, systematically identifying ADR information from drug labels is critical in mul...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Tiftikci, Mert, Özgür, Arzucan, He, Yongqun, Hur, Junguk
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6927101/
https://ncbi.nlm.nih.gov/pubmed/31865904
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-3195-5
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