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

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

Abstract 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 enti...

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Bibliographic Details
Main Authors: Bin Ji, Rui Liu, Shasha Li, Jie Yu, Qingbo Wu, Yusong Tan, Jiaju Wu
Format: Article
Language:English
Published: BMC 2019-04-01
Series:BMC Medical Informatics and Decision Making
Subjects:
BiLSTM-CRF
Attention
Chinese electronic medical record
Named entity recognition
Drug dictionary
Online Access:http://link.springer.com/article/10.1186/s12911-019-0767-2

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