CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms

Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang

Abstract: Highlights•Fusing consistency regularization and pseudo-labeling for CVD detection.•Utilizing all unlabeled ECGs in semi-supervised learning.•Deploying the CVD detection algorithm to a heterogeneous SoC.•The scheme has good potential for real-world applications.