| Unsupervised domain adaptation by statistics alignment for deep sleep staging networks J Fan, H Zhu, X Jiang, L Meng, C Chen, C Fu, H Yu, C Dai, W Chen IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 205-216, 2022 | 31 | 2022 |
| Masksleepnet: A cross-modality adaptation neural network for heterogeneous signals processing in sleep staging H Zhu, W Zhou, C Fu, Y Wu, N Shen, F Shu, H Yu, W Chen, C Chen IEEE Journal of Biomedical and Health Informatics 27 (5), 2353-2364, 2023 | 19 | 2023 |
| A lightweight segmented attention network for sleep staging by fusing local characteristics and adjacent information W Zhou, H Zhu, N Shen, H Chen, C Fu, H Yu, F Shu, C Chen, W Chen IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 238-247, 2022 | 16 | 2022 |
| MS-HNN: Multi-scale hierarchical neural network with squeeze and excitation block for neonatal sleep staging using a single-channel EEG H Zhu, L Wang, N Shen, Y Wu, S Feng, Y Xu, C Chen, W Chen IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 2195-2204, 2023 | 12 | 2023 |
| The masking impact of intra-artifacts in EEG on deep learning-based sleep staging systems: A comparative study H Zhu, Y Wu, N Shen, J Fan, L Tao, C Fu, H Yu, F Wan, SH Pun, C Chen, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 1452-1463, 2022 | 12 | 2022 |
| Overview of a sleep monitoring protocol for a large natural population M Liu, H Zhu, J Tang, H Chen, C Chen, J Luo, W Chen Phenomics 3 (4), 421-438, 2023 | 10 | 2023 |
| The effect of coupled electroencephalography signals in electrooculography signals on sleep staging based on deep learning methods H Zhu, C Fu, F Shu, H Yu, C Chen, W Chen Bioengineering 10 (5), 573, 2023 | 8 | 2023 |
| Towards real-time sleep stage prediction and online calibration based on architecturally switchable deep learning models H Zhu, Y Wu, Y Guo, N Shen, C Fu, F Shu, H Yu, W Chen, C Chen IEEE Journal of Biomedical and Health Informatics, 2023 | 5 | 2023 |
| Towards an automatic narcolepsy detection on ambiguous sleep staging and sleep transition dynamics joint model N Shen, T Luo, C Chen, Y Zhang, H Zhu, Y Zhou, Y Wang, W Chen Journal of Neural Engineering 19 (5), 056009, 2022 | 5 | 2022 |
| A robust gaze estimation approach via exploring relevant electrooculogram features and optimal electrodes placements Z Zeng, L Tao, H Zhu, Y Zhu, L Meng, J Fan, C Chen, W Chen IEEE Journal of Translational Engineering in Health and Medicine, 2023 | 2 | 2023 |
| Clinical validation of a capacitive electrocardiogram cushion utilized for arrhythmias monitoring Y Wu, K Xu, S Peng, Y Cao, Y Huang, R Cui, H Zhu, Y Guo, Z Wang, ... IEEE Transactions on Instrumentation and Measurement 72, 1-13, 2023 | 2 | 2023 |
| MAGSleepNet: Adaptively multi-scale temporal focused sleep staging model for multi-age groups H Zhu, Y Guo, Y Wu, Y Zhang, N Shen, Y Xu, L Wang, C Chen, W Chen Expert Systems with Applications 240, 122549, 2024 | 1 | 2024 |
| A Sequential End-to-End Neonatal Sleep Staging Model with Squeeze and Excitation Blocks and Sequential Multi-Scale Convolution Neural Networks. H Zhu, Y Xu, Y Wu, N Shen, L Wang, C Chen, W Chen International Journal of Neural Systems 34 (3), 2450013-2450013, 2024 | 1 | 2024 |
| Physiological measurements for driving drowsiness: a comparative study of multi-modality feature fusion and selection Y Wu, X Jiang, Y Guo, H Zhu, C Dai, W Chen Computers in biology and medicine 167, 107590, 2023 | 1 | 2023 |
| An Accurate and Cost-Effective Approach Towards Real-Time Eye Movement Angle Estimation Y Zhu, L Tao, Z Zeng, H Zhu, C Chen, W Chen International Conference on Wireless Mobile Communication and Healthcare …, 2021 | | 2021 |
