An imConvNet-based deep learning model for Chinese medical named entity recognition

An imConvNet-based deep learning model for Chinese medical named entity recognition

Abstract Background With the development of current medical technology, information management becomes perfect in the medical field. Medical big data analysis is based on a large amount of medical and health data stored in the electronic medical system, such as electronic medical records and medical...

Full description

Bibliographic Details
Main Authors: Yuchen Zheng, Zhenggong Han, Yimin Cai, Xubo Duan, Jiangling Sun, Wei Yang, Haisong Huang
Format: Article
Language:English
Published: BMC 2022-11-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Named entity recognition
Convolutional neural network
Chinese electronic medical records
BiLSTM-CRF
BERT
Online Access:https://doi.org/10.1186/s12911-022-02049-4

Internet

https://doi.org/10.1186/s12911-022-02049-4

Similar Items