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An ensemble of neural models for nested adverse drug events and medication extraction with subwords

OBJECTIVE: This article describes an ensembling system to automatically extract adverse drug events and drug related entities from clinical narratives, which was developed for the 2018 n2c2 Shared Task Track 2. MATERIALS AND METHODS: We designed a neural model to tackle both nested (entities embedde...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Ju, Meizhi, Nguyen, Nhung T H, Miwa, Makoto, Ananiadou, Sophia
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6913208/
https://ncbi.nlm.nih.gov/pubmed/31197355
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocz075
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