Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text

BACKGROUND: To detect attributes of medical concepts in clinical text, a traditional method often consists of two steps: named entity recognition of attributes and then relation classification between medical concepts and attributes. Here we present a novel solution, in which attribute detection of...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Xu, Jun, Li, Zhiheng, Wei, Qiang, Wu, Yonghui, Xiang, Yang, Lee, Hee-Jin, Zhang, Yaoyun, Wu, Stephen, Xu, Hua
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6894107/
https://ncbi.nlm.nih.gov/pubmed/31801529
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0937-2
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