Author

Jiguang Shi

Observed name: Shi, Jiguang

Institutions: China People's Public Security University, Wuhan University

Observed institutions: China People's Public Security University, Wuhan University

ORCID: 0000-0001-6047-9576

Observed ORCID: 0000-0001-6047-9576

OpenAlex ID: A5015555015

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

2022 · Huaicheng Zhang, Wenhan Liu, et al. · IEEE Transactions on Instrumentation and Measurement · 63

New ECG Compression Method for Portable ECG Monitoring System Merged with Binary Convolutional Auto-Encoder and Residual Error Compensation

2022 · Jiguang Shi, Fei Wang, et al. · Biosensors · 31

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

2024 · Jiguang Shi, Wenhan Liu, et al. · Biomedical Signal Processing and Control · 20

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

2024 · Jiguang Shi, Zhoutong Li, et al. · Information Sciences · 11

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

2024 · Jiguang Shi, Wenhan Liu, et al. · Computer Methods and Programs in Biomedicine · 10

JAMC: A jigsaw-based autoencoder with masked contrastive learning for cardiovascular disease diagnosis

2025 · Yue Ge, Huaicheng Zhang, et al. · Knowledge-Based Systems · 9

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

2023 · Huaicheng Zhang, Wenhan Liu, et al. · Expert Systems with Applications · 9

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

2023 · Huaicheng Zhang, Wenhan Liu, et al. · IEEE Internet of Things Journal · 6

Optimized Solutions of Electrocardiogram Lead and Segment Selection for Cardiovascular Disease Diagnostics

2023 · Jiguang Shi, Zhoutong Li, et al. · Bioengineering · 6

Cyber Finance Fraud Recognition Method Based on Ensemble Machine Learning

2025 · Jiguang Shi, Shancheng Lin, et al. · Computational Economics · 3

S2M2ECG: Spatio-temporal bi-directional State Space Model Enabled Multi-branch Mamba for ECG

2025 · Zhang, Huaicheng, Wang, Ruoxin, et al. · arXiv (Cornell University) · 3

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

2024 · Huaicheng Zhang, Wenhan Liu, et al. · Information Sciences · 2

CELL: Supplementing Context for Multi-modal Few-shot Cardiologist

2024 · Huaicheng Zhang, Jiguang Shi, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Works count: 13

Citation count: 173

H-index: 7

I10-index: 5