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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Detalles Bibliográficos
Autores principales: Xu, Jun, Li, Zhiheng, Wei, Qiang, Wu, Yonghui, Xiang, Yang, Lee, Hee-Jin, Zhang, Yaoyun, Wu, Stephen, Xu, Hua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6894107/
https://www.ncbi.nlm.nih.gov/pubmed/31801529
http://dx.doi.org/10.1186/s12911-019-0937-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6894107/
https://www.ncbi.nlm.nih.gov/pubmed/31801529
http://dx.doi.org/10.1186/s12911-019-0937-2

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