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A hybrid approach for named entity recognition in Chinese electronic medical record

BACKGROUND: With the rapid spread of electronic medical records and the arrival of medical big data era, the application of natural language processing technology in biomedicine has become a hot research topic. METHODS: In this paper, firstly, BiLSTM-CRF model is applied to medical named entity reco...

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Detalles Bibliográficos
Autores principales: Ji, Bin, Liu, Rui, Li, Shasha, Yu, Jie, Wu, Qingbo, Tan, Yusong, Wu, Jiaju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454595/
https://www.ncbi.nlm.nih.gov/pubmed/30961597
http://dx.doi.org/10.1186/s12911-019-0767-2