| Real-time multilead convolutional neural network for myocardial infarction detection W Liu, M Zhang, Y Zhang, Y Liao, Q Huang, S Chang, H Wang, J He IEEE journal of biomedical and health informatics 22 (5), 1434-1444, 2018 | 169 | 2018 |
| Multiple-feature-branch convolutional neural network for myocardial infarction diagnosis using electrocardiogram W Liu, Q Huang, S Chang, H Wang, J He Biomedical Signal Processing and Control 45, 22-32, 2018 | 164 | 2018 |
| MFB-CBRNN: A hybrid network for MI detection using 12-lead ECGs W Liu, F Wang, Q Huang, S Chang, H Wang, J He IEEE journal of biomedical and health informatics 24 (2), 503-514, 2020 | 124 | 2020 |
| Multi-information fusion neural networks for arrhythmia automatic detection A Chen, F Wang, W Liu, S Chang, H Wang, J He, Q Huang Computer methods and programs in biomedicine 193, 105479, 2020 | 64 | 2020 |
| A novel ECG signal compression method using spindle convolutional auto-encoder F Wang, Q Ma, W Liu, S Chang, H Wang, J He, Q Huang Computer methods and programs in biomedicine 175, 139-150, 2019 | 55 | 2019 |
| A real time QRS detection algorithm based on ET and PD controlled threshold strategy A Chen, Y Zhang, M Zhang, W Liu, S Chang, H Wang, J He, Q Huang Sensors 20 (14), 4003, 2020 | 29 | 2020 |
| Maefe: Masked autoencoders family of electrocardiogram for self-supervised pretraining and transfer learning H Zhang, W Liu, J Shi, S Chang, H Wang, J He, Q Huang IEEE Transactions on Instrumentation and Measurement 72, 1-15, 2022 | 26 | 2022 |
| EvoMBN: evolving multi-branch networks on myocardial infarction diagnosis using 12-lead electrocardiograms W Liu, J Ji, S Chang, H Wang, J He, Q Huang Biosensors 12 (1), 15, 2021 | 22 | 2021 |
| New ECG compression method for portable ECG monitoring system merged with binary convolutional auto-encoder and residual error compensation J Shi, F Wang, M Qin, A Chen, W Liu, J He, H Wang, S Chang, Q Huang Biosensors 12 (7), 524, 2022 | 12 | 2022 |
| ST-ReGE: A novel spatial-temporal residual graph convolutional network for CVD H Zhang, W Liu, S Chang, H Wang, J He, Q Huang IEEE Journal of Biomedical and Health Informatics, 2023 | 8 | 2023 |
| A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC W Liu, H Zhang, S Chang, H Wang, J He, Q Huang Computers in Biology and Medicine 152, 106390, 2023 | 8 | 2023 |
| Dense lead contrast for self-supervised representation learning of multilead electrocardiograms W Liu, Z Li, H Zhang, S Chang, H Wang, J He, Q Huang Information Sciences 634, 189-205, 2023 | 7 | 2023 |
| A fully-mapped and energy-efficient FPGA accelerator for dual-function AI-based analysis of ECG W Liu, Q Guo, S Chen, S Chang, H Wang, J He, Q Huang Frontiers in Physiology 14, 1079503, 2023 | 5 | 2023 |
| Lead separation and combination: A novel unsupervised 12-lead ECG feature learning framework for Internet of Medical Things W Liu, Q Guo, X Gao, S Chang, H Wang, J He, Q Huang IEEE Internet of Things Journal 9 (23), 23897-23914, 2022 | 5 | 2022 |
| Optimized solutions of electrocardiogram lead and segment selection for cardiovascular disease diagnostics J Shi, Z Li, W Liu, H Zhang, Q Guo, S Chang, H Wang, J He, Q Huang Bioengineering 10 (5), 607, 2023 | 3 | 2023 |
| SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things H Zhang, W Liu, Z Li, J Shi, S Chang, H Wang, J He, Q Huang IEEE Internet of Things Journal, 2023 | 2 | 2023 |
| CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms J Shi, W Liu, H Zhang, S Chang, H Wang, J He, Q Huang Computer Methods and Programs in Biomedicine 254, 108315, 2024 | 1 | 2024 |
| Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning J Shi, W Liu, H Zhang, Z Li, S Chang, H Wang, J He, Q Huang Biomedical Signal Processing and Control 94, 106253, 2024 | 1 | 2024 |
| DDDG: A dual bi-directional knowledge distillation method with generative self-supervised pre-training and its hardware implementation on SoC for ECG H Zhang, W Liu, Q Guo, J Shi, S Chang, H Wang, J He, Q Huang Expert Systems with Applications 244, 122969, 2024 | 1 | 2024 |
| Learning Representations for Multi-Lead Electrocardiograms from Morphology-Rhythm Contrast W Liu, H Zhang, S Chang, H Wang, J He, Q Huang IEEE Transactions on Instrumentation and Measurement, 2024 | 1 | 2024 |
