| Towards brain big data classification: Epileptic EEG identification with a lightweight VGGNet on global MIC H Ke, D Chen, X Li, Y Tang, T Shah, R Ranjan IEEE Access 6, 14722-14733, 2018 | 124 | 2018 |
| A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement S Zhang, D Chen, R Ranjan, H Ke, Y Tang, AY Zomaya The Journal of Supercomputing 77, 3914-3932, 2021 | 79 | 2021 |
| Bayesian tensor factorization for multi-way analysis of multi-dimensional EEG Y Tang, D Chen, L Wang, AY Zomaya, J Chen, H Liu Neurocomputing 318, 162-174, 2018 | 52 | 2018 |
| Children ASD evaluation through joint analysis of EEG and eye-tracking recordings with graph convolution network S Zhang, D Chen, Y Tang, L Zhang Frontiers in Human Neuroscience 15, 651349, 2021 | 49 | 2021 |
| Incremental factorization of big time series data with blind factor approximation D Chen, Y Tang, H Zhang, L Wang, X Li IEEE Transactions on Knowledge and Data Engineering 33 (2), 569-584, 2019 | 47 | 2019 |
| EEG reconstruction with a dual-scale CNN-LSTM model for deep artifact removal T Gao, D Chen, Y Tang, Z Ming, X Li IEEE Journal of Biomedical and Health Informatics 27 (3), 1283-1294, 2022 | 28 | 2022 |
| Deep EEG superresolution via correlating brain structural and functional connectivities Y Tang, D Chen, H Liu, C Cai, X Li IEEE Transactions on Cybernetics 53 (7), 4410-4422, 2022 | 25 | 2022 |
| Dimensionality reduction methods for brain imaging data analysis Y Tang, D Chen, X Li ACM Computing Surveys (CSUR) 54 (4), 1-36, 2021 | 23 | 2021 |
| Adaptive feature selection with shapley and hypothetical testing: Case study of EEG feature engineering D Yin, D Chen, Y Tang, H Dong, X Li Information Sciences 586, 374-390, 2022 | 17 | 2022 |
| Adaptive density peaks clustering: Towards exploratory EEG analysis T Gao, D Chen, Y Tang, B Du, R Ranjan, AY Zomaya, S Dustdar Knowledge-Based Systems 240, 108123, 2022 | 15 | 2022 |
| Automated sleep spindle detection with mixed EEG features P Chen, D Chen, L Zhang, Y Tang, X Li Biomedical Signal Processing and Control 70, 103026, 2021 | 14 | 2021 |
| Deep factor learning for accurate brain neuroimaging data analysis on discrimination for structural MRI and functional MRI H Ke, D Chen, Q Yao, Y Tang, J Wu, J Monaghan, P Sowman, ... IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023 | 13 | 2023 |
| Functional connectivity learning via Siamese-based SPD matrix representation of brain imaging data Y Tang, D Chen, J Wu, W Tu, JJM Monaghan, P Sowman, D Mcalpine Neural Networks 163, 272-285, 2023 | 10 | 2023 |
| Learning graph-based relationship of dual-modal features towards subject adaptive ASD assessment S Zhang, D Chen, Y Tang, X Li Neurocomputing 516, 194-204, 2023 | 5 | 2023 |
| Enhanced Bayesian factorization with variant scale partitioning for multivariate time series analysis Y Tang, D Chen, Y Zuo, X Lu, R Ranjan, AY Zomaya, Q Yao, X Li IEEE Transactions on Knowledge and Data Engineering 35 (4), 3832-3845, 2021 | 4 | 2021 |
| A shallow-dense network approach to synchronization pattern classification of multivariate epileptic EEG H Ke, S Chen, H Zhang, Y Tang, Y Liu, D Chen, X Li Chinese Intelligent Systems Conference, 553-563, 2017 | 4 | 2017 |
| Accurate apnea and hypopnea localization in PSG with multi-scale object detection via dual-modal feature learning Y Ji, D Chen, Y Zuo, T Gao, Y Tang Biomedical Signal Processing and Control 89, 105717, 2024 | 3 | 2024 |
| A multi-task learning model with reinforcement optimization for ASD comorbidity discrimination H Dong, D Chen, Y Chen, Y Tang, D Yin, X Li Computer Methods and Programs in Biomedicine 243, 107865, 2024 | 3 | 2024 |
| Scale-variant structural feature construction of EEG stream via component-increased Dynamic Tensor Decomposition S Wei, Y Tang, T Gao, Y Wang, F Wang, D Chen Knowledge-Based Systems 294, 111747, 2024 | 2 | 2024 |
| V2IED: Dual-view learning framework for detecting events of interictal epileptiform discharges Z Ming, D Chen, T Gao, Y Tang, W Tu, J Chen Neural Networks 172, 106136, 2024 | 2 | 2024 |