Journal of Biomedical And Health Informatics

Featured Articles
Learning a Deep CNN Denoising Approach Using Anatomical Prior Information Implemented with an Attention Mechanism for Low-dose CT Imaging on Clinical Patient Data from Multiple Anatomical Sites
Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Zixiang Chen, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu
Dose reduction in computed tomography (CT) has gained considerable attention in clinical applications because it decreases radiation risks. However, a lower dose generates noise in low-dose computed tomography (LDCT) images. Previous deep learning (DL)-based works have investigated ways to improve... Read more
Posted on 1 SEP 2021
Articles, Published Articles
A 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