Jiguang Shi

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Transfer Learning

Supervised Learning

Labeled And Unlabeled Data

Top Venues

Biomed. Signal Process. Control.

IEEE Internet Things J.

IEEE Trans. Instrum. Meas.

Publications

Huaicheng Zhang, Wenhan Liu, Qianxi Guo, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
DDDG: A dual bi-directional knowledge distillation method with generative self-supervised pre-training and its hardware implementation on SoC for ECG. Expert Syst. Appl. 244 (2024)
Jiguang Shi, Zhoutong Li, Wenhan Liu, Huaicheng Zhang, Deyu Luo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection. Inf. Sci. 677 (2024)
Huaicheng Zhang, Wenhan Liu, Deyu Luo, Jiguang Shi, Qianxi Guo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG. Inf. Sci. 677 (2024)
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms. Comput. Methods Programs Biomed. 254 (2024)
Huaicheng Zhang, Wenhan Liu, Zhoutong Li, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things. IEEE Internet Things J. 11 (7) (2024)
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning. Biomed. Signal Process. Control. 94 (2024)
Huaicheng Zhang, Wenhan Liu, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning. IEEE Trans. Instrum. Meas. 72 (2023)