Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF

Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF

Abstract Background Clinical entity recognition as a fundamental task of clinical text processing has been attracted a great deal of attention during the last decade. However, most studies focus on clinical text in English rather than other languages. Recently, a few researchers have began to study...

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Bibliographic Details
Main Authors: Buzhou Tang, Xiaolong Wang, Jun Yan, Qingcai Chen
Format: Article
Language:English
Published: BMC 2019-04-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Chinese clinical entity recognition
Neural network
Convolutional neural network
Long-short term memory
Conditional random field
Online Access:http://link.springer.com/article/10.1186/s12911-019-0787-y

Internet

http://link.springer.com/article/10.1186/s12911-019-0787-y

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