Stacking-BERT model for Chinese medical procedure entity normalization

Stacking-BERT model for Chinese medical procedure entity normalization

Medical procedure entity normalization is an important task to realize medical information sharing at the semantic level; it faces main challenges such as variety and similarity in real-world practice. Although deep learning-based methods have been successfully applied to biomedical entity normaliza...

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Bibliographic Details
Main Authors: Luqi Li, Yunkai Zhai, Jinghong Gao, Linlin Wang, Li Hou, Jie Zhao
Format: Article
Language:English
Published: AIMS Press 2023-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
chinese medical procedure entity normalization
bert
siamese-bert
stacking
adversarial training
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023047?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023047?viewType=HTML

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