Jiguang Shi

According to our database, Jiguang Shi authored at least 7 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things.

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

IEEE Internet Things J., April, 2024

Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG.

Huaicheng Zhang, Wenhan Liu, Deyu Luo, Jiguang Shi, Qianxi Guo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang

Inf. Sci., 2024

An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection.

Jiguang Shi, Zhoutong Li, Wenhan Liu, Huaicheng Zhang, Deyu Luo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang

Inf. Sci., 2024

DDDG: A dual bi-directional knowledge distillation method with generative self-supervised pre-training and its hardware implementation on SoC for ECG.

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

Expert Syst. Appl., 2024

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

Comput. Methods Programs Biomed., 2024

Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning.

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

Biomed. Signal Process. Control., 2024

2023

MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning.

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

IEEE Trans. Instrum. Meas., 2023