School of Software and Applied Technology, Zhengzhou University, Zhengzhou, 450002, China.
JTEHM, Articles, Published ArticlesA Multi-Task Group Bi-LSTM Networks Application on Electrocardiogram Classification
Lian-Xin Qi, Qiu Jie Lv, Calvin Yu-Chian Chen, Sai-Di Guo, Hsin-Yi Chen, Wei-Bin Zhong, Jing-Yan Song, Ying-Ying Wang
Background: Cardiovascular diseases (CVD) are the leading cause of death globally. Electrocardiogram (ECG) analysis can provide thoroughly assessment for different CVDs efficiently. We propose a multi-task group bidirectional long short-term memory (MTGBi-LSTM) framework to intelligent recognize multiple CVDs based on... Read more
Posted on 5 FEB 2020