| MLBF-Net: A multi-lead-branch fusion network for multi-class arrhythmia classification using 12-lead ECG J Zhang, D Liang, A Liu, M Gao, X Chen, X Zhang, X Chen IEEE journal of translational engineering in health and medicine 9, 1-11, 2021 | 70 | 2021 |
| Pediatric seizure prediction in scalp EEG using a multi-scale neural network with dilated convolutions Y Gao, X Chen, A Liu, D Liang, L Wu, R Qian, H Xie, Y Zhang IEEE journal of translational engineering in health and medicine 10, 1-9, 2022 | 66 | 2022 |
| Interpatient ECG heartbeat classification with an adversarial convolutional neural network J Zhang, A Liu, D Liang, X Chen, M Gao Journal of healthcare engineering 2021 (1), 9946596, 2021 | 31 | 2021 |
| Semi-supervised domain-adaptive seizure prediction via feature alignment and consistency regularization D Liang, A Liu, Y Gao, C Li, R Qian, X Chen IEEE Transactions on Instrumentation and Measurement 72, 1-12, 2023 | 26 | 2023 |
| Source-free domain adaptation for privacy-preserving seizure prediction Y Zhao, S Feng, C Li, R Song, D Liang, X Chen IEEE Transactions on Industrial Informatics 20 (2), 2787-2798, 2023 | 20 | 2023 |
| Semisupervised seizure prediction in scalp EEG using consistency regularization D Liang, A Liu, L Wu, C Li, R Qian, RK Ward, X Chen Journal of Healthcare Engineering 2022 (1), 1573076, 2022 | 14 | 2022 |
| A novel consistency-based training strategy for seizure prediction D Liang, A Liu, C Li, J Liu, X Chen Journal of Neuroscience Methods 372, 109557, 2022 | 11 | 2022 |
| Privacy-preserving multi-source semi-supervised domain adaptation for seizure prediction D Liang, A Liu, L Wu, C Li, R Qian, X Chen Cognitive Neurodynamics 18 (6), 3521-3534, 2024 | 5 | 2024 |
