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Identifying relations of medications with adverse drug events using recurrent convolutional neural networks and gradient boosting

OBJECTIVE: To develop a natural language processing system that identifies relations of medications with adverse drug events from clinical narratives. This project is part of the 2018 n2c2 challenge. MATERIALS AND METHODS: We developed a novel clinical named entity recognition method based on an rec...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Yang, Xi, Bian, Jiang, Fang, Ruogu, Bjarnadottir, Ragnhildur I, Hogan, William R, Wu, Yonghui
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7489076/
https://ncbi.nlm.nih.gov/pubmed/31504605
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocz144
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