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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Hauptverfasser: Buzhou Tang, Xiaolong Wang, Jun Yan, Qingcai Chen
Format: Artigo
Sprache:Inglês
Veröffentlicht: BMC 2019-04-01
Schriftenreihe:BMC Medical Informatics and Decision Making
Schlagworte:
Chinese clinical entity recognition
Neural network
Convolutional neural network
Long-short term memory
Conditional random field
Online Zugang:http://link.springer.com/article/10.1186/s12911-019-0787-y
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