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Adverse drug event and medication extraction in electronic health records via a cascading architecture with different sequence labeling models and word embeddings

OBJECTIVE: An adverse drug event (ADE) refers to an injury resulting from medical intervention related to a drug including harm caused by drugs or from the usage of drugs. Extracting ADEs from clinical records can help physicians associate adverse events to targeted drugs. MATERIALS AND METHODS: We...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Dai, Hong-Jie, Su, Chu-Hsien, Wu, Chi-Shin
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7489070/
https://ncbi.nlm.nih.gov/pubmed/31334805
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocz120
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