A multi-scale embedding network for unified named entity recognition in Chinese Electronic Medical Records

Named Entity Recognition (NER) in Chinese Electronic Medical Records (EMRs) is crucial for enhancing healthcare quality and efficiency. However, the unique complexity of the Chinese language and the unstructured format of medical texts create significant challenges. To address these issues, we propo...

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Bibliographic Details

Published in:	Alexandria Engineering Journal
Main Authors:	Hui Zhao, Wenjun Xiong
Format:	Article
Language:	English
Published:	Elsevier 2024-11-01
Subjects:	Named entity recognition Electronic medical record Multi-scale embedding Weight redistribution
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110016824010238