| Smart aging system: uncovering the hidden wellness parameter for well-being monitoring and anomaly detection H Ghayvat, M Awais, S Pandya, H Ren, S Akbarzadeh, ... Sensors 19 (4), 766, 2019 | 128 | 2019 |
| A review of wearable and unobtrusive sensing technologies for chronic disease management Y Guo, X Liu, S Peng, X Jiang, K Xu, C Chen, Z Wang, C Dai, W Chen Computers in Biology and Medicine 129, 104163, 2021 | 106 | 2021 |
| A hierarchical neural network for sleep stage classification based on comprehensive feature learning and multi-flow sequence learning C Sun, C Chen, W Li, J Fan, W Chen IEEE journal of biomedical and health informatics 24 (5), 1351-1366, 2019 | 91 | 2019 |
| A novel cardiac auscultation monitoring system based on wireless sensing for healthcare H Ren, H Jin, C Chen, H Ghayvat, W Chen IEEE journal of translational engineering in health and medicine 6, 1-12, 2018 | 90 | 2018 |
| A two-stage neural network for sleep stage classification based on feature learning, sequence learning, and data augmentation C Sun, J Fan, C Chen, W Li, W Chen IEEE Access 7, 109386-109397, 2019 | 75 | 2019 |
| Eognet: A novel deep learning model for sleep stage classification based on single-channel eog signal J Fan, C Sun, M Long, C Chen, W Chen Frontiers in Neuroscience 15, 573194, 2021 | 69 | 2021 |
| EEG-based neonatal sleep-wake classification using multilayer perceptron neural network SF Abbasi, J Ahmad, A Tahir, M Awais, C Chen, M Irfan, HA Siddiqa, ... IEEE Access 8, 183025-183034, 2020 | 62 | 2020 |
| Epileptic seizure detection by cascading isolation forest-based anomaly screening and EasyEnsemble Y Guo, X Jiang, L Tao, L Meng, C Dai, X Long, F Wan, Y Zhang, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 915-924, 2022 | 61 | 2022 |
| EEG data augmentation: towards class imbalance problem in sleep staging tasks J Fan, C Sun, C Chen, X Jiang, X Liu, X Zhao, L Meng, C Dai, W Chen Journal of Neural Engineering 17 (5), 056017, 2020 | 60 | 2020 |
| Deep residual networks for sleep posture recognition with unobtrusive miniature scale smart mat system H Diao, C Chen, W Yuan, A Amara, T Tamura, J Fan, L Meng, X Liu, ... IEEE Transactions on Biomedical Circuits and Systems 15 (1), 111-121, 2021 | 47 | 2021 |
| Novel flexible material-based unobtrusive and wearable body sensor networks for vital sign monitoring C Chen, Z Wang, W Li, H Chen, Z Mei, W Yuan, L Tao, Y Zhao, G Huang, ... IEEE Sensors Journal 19 (19), 8502-8513, 2018 | 44 | 2018 |
| Classification of single-channel EEG signals for epileptic seizures detection based on hybrid features Y Lu, Y Ma, C Chen, Y Wang Technology and Health Care 26 (1_suppl), 337-346, 2018 | 42 | 2018 |
| User-tailored hand gesture recognition system for wearable prosthesis and armband based on surface electromyogram L Meng, X Jiang, X Liu, J Fan, H Ren, Y Guo, H Diao, Z Wang, C Chen, ... IEEE Transactions on Instrumentation and Measurement 71, 1-16, 2022 | 41 | 2022 |
| 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 | 41 | 2022 |
| Exploration of human activity recognition using a single sensor for stroke survivors and able-bodied people L Meng, A Zhang, C Chen, X Wang, X Jiang, L Tao, J Fan, X Wu, C Dai, ... Sensors 21 (3), 799, 2021 | 35 | 2021 |
| 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 | 29 | 2023 |
| Novel framework: face feature selection algorithm for neonatal facial and related attributes recognition M Awais, C Chen, X Long, B Yin, A Nawaz, SF Abbasi, S Akbarzadeh, ... IEEE Access 8, 59100-59113, 2020 | 26 | 2020 |
| A hierarchical sequential neural network with feature fusion for sleep staging based on EOG and RR signals C Sun, C Chen, J Fan, W Li, Y Zhang, W Chen Journal of Neural Engineering 16 (6), 066020, 2019 | 26 | 2019 |
| 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 | 25 | 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 | 22 | 2023 |