Named entity recognition of Chinese electronic medical records based on a hybrid neural network and medical MC-BERT

Named entity recognition of Chinese electronic medical records based on a hybrid neural network and medical MC-BERT

Abstract Background Named entity recognition (NER) of electronic medical records is an important task in clinical medical research. Although deep learning combined with pretraining models performs well in recognizing entities in clinical texts, because Chinese electronic medical records have a speci...

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Bibliographic Details
Main Authors: Peng Chen, Meng Zhang, Xiaosheng Yu, Songpu Li
Format: Article
Language:English
Published: BMC 2022-12-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Named entity recognition
BERT model
Chinese electronic medical record
Hybrid neural network
Online Access:https://doi.org/10.1186/s12911-022-02059-2

Internet

https://doi.org/10.1186/s12911-022-02059-2

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