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A multitask bi-directional RNN model for named entity recognition on Chinese electronic medical records

BACKGROUND: Electronic Medical Record (EMR) comprises patients’ medical information gathered by medical stuff for providing better health care. Named Entity Recognition (NER) is a sub-field of information extraction aimed at identifying specific entity terms such as disease, test, symptom, genes etc...

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Dades bibliogràfiques
Publicat a:BMC Bioinformatics
Autors principals: Chowdhury, Shanta, Dong, Xishuang, Qian, Lijun, Li, Xiangfang, Guan, Yi, Yang, Jinfeng, Yu, Qiubin
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6309059/
https://ncbi.nlm.nih.gov/pubmed/30591015
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2467-9
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