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Huaicheng Zhang
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2020 – today
- 2024
- [j11]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: 106253 (2024) - [j10]Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
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CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms. Comput. Methods Programs Biomed. 254: 108315 (2024) - [j9]Huaicheng Zhang
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: 122969 (2024) - [j8]Huaicheng Zhang
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): 12984-13001 (2024) - [j7]Jiguang Shi, Zhoutong Li, Wenhan Liu, Huaicheng Zhang, Deyu Luo, Yue Ge, Sheng Chang
An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection. Inf. Sci. 677: 120881 (2024) - [j6]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: 120941 (2024) - [j5]Wenhan Liu
Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j4]Huaicheng Zhang
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD. IEEE J. Biomed. Health Informatics 28(1): 216-227 (2024) - 2023
- [j3]Wenhan Liu, Huaicheng Zhang
A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC. Comput. Biol. Medicine 152: 106390 (2023) - [j2]Wenhan Liu, Zhoutong Li, Huaicheng Zhang
Dense lead contrast for self-supervised representation learning of multilead electrocardiograms. Inf. Sci. 634: 189-205 (2023) - [j1]Huaicheng Zhang
MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning. IEEE Trans. Instrum. Meas. 72: 1-15 (2023) - 2020
- [c1]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: 60-68
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