Huaicheng Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Cardiovascular Disease

Supervised Learning

Labeled Examples

Top Venues

IEEE Trans. Instrum. Meas.

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

Publications

Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast. IEEE Trans. Instrum. Meas. 73 (2024)
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)
Huaicheng Zhang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD. IEEE J. Biomed. Health Informatics 28 (1) (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)
Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC. Comput. Biol. Medicine 152 (2023)
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)
Wenhan Liu, Zhoutong Li, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Dense lead contrast for self-supervised representation learning of multilead electrocardiograms. Inf. Sci. 634 (2023)
Gang Wei, Shuangshuang Wen, Huaicheng Zhang, Yichen Li, Yiming Zhan, Wei Zeng
Intelligent Prediction and Optimization of Extraction Process Parameters for Paper-Making Reconstituted Tobacco. BIC-TA (2020)