Attention-based deep residual learning network for entity relation extraction in Chinese EMRs

Attention-based deep residual learning network for entity relation extraction in Chinese EMRs

Abstract Background Electronic medical records (EMRs) contain a variety of valuable medical concepts and relations. The ability to recognize relations between medical concepts described in EMRs enables the automatic processing of clinical texts, resulting in an improved quality of health-related dat...

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Bibliographic Details
Main Authors: Zhichang Zhang, Tong Zhou, Yu Zhang, Yali Pang
Format: Article
Language:English
Published: BMC 2019-04-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Chinese electronic medical record
Entity relation extraction
Deep residual learning network
Attention mechanism
Online Access:http://link.springer.com/article/10.1186/s12911-019-0769-0

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