| Automated detection of driver fatigue based on entropy and complexity measures C Zhang, H Wang, R Fu IEEE Transactions on Intelligent Transportation Systems 15 (1), 168-177, 2013 | 250 | 2013 |
| Real-time EEG-based detection of fatigue driving danger for accident prediction H Wang, C Zhang, T Shi, F Wang, S Ma International journal of neural systems 25 (02), 1550002, 2015 | 120 | 2015 |
| Brain Computer Interface system based on indoor semi-autonomous navigation and motor imagery for Unmanned Aerial Vehicle control T Shi, H Wang, C Zhang Expert Systems with Applications 42 (9), 4196-4206, 2015 | 86 | 2015 |
| Functional brain network and multichannel analysis for the P300-based brain computer interface system of lying detection H Wang, W Chang, C Zhang Expert Systems with Applications 53, 117-128, 2016 | 82 | 2016 |
| Functional connectivity of major depression disorder using ongoing EEG during music perception W Liu, C Zhang, X Wang, J Xu, Y Chang, T Ristaniemi, F Cong Clinical Neurophysiology 131 (10), 2413-2422, 2020 | 70 | 2020 |
| EEG-based expert system using complexity measures and probability density function control in alpha sub-band C Zhang, H Wang, MH Wu Integrated computer-aided engineering 20 (4), 391-405, 2013 | 50 | 2013 |
| Automated detection and localization system of myocardial infarction in single-beat ECG using Dual-Q TQWT and wavelet packet tensor decomposition J Liu, C Zhang, Y Zhu, T Ristaniemi, T Parviainen, F Cong Computer methods and programs in biomedicine 184, 105120, 2020 | 45 | 2020 |
| Multi-modality of polysomnography signals’ fusion for automatic sleep scoring R Yan, C Zhang, K Spruyt, L Wei, Z Wang, L Tian, X Li, T Ristaniemi, ... Biomedical Signal Processing and Control 49, 14-23, 2019 | 45 | 2019 |
| Driver distraction detection using bidirectional long short-term network based on multiscale entropy of EEG X Zuo, C Zhang, F Cong, J Zhao, T Hämäläinen IEEE Transactions on Intelligent Transportation Systems 23 (10), 19309-19322, 2022 | 42 | 2022 |
| Optimal imaging of multi-channel EEG features based on a novel clustering technique for driver fatigue detection C Zhang, L Sun, F Cong, T Kujala, T Ristaniemi, T Parviainen Biomedical Signal Processing and Control 62, 102103, 2020 | 29 | 2020 |
| Exploring frequency-dependent brain networks from ongoing EEG using spatial ICA during music listening Y Zhu, C Zhang, H Poikonen, P Toiviainen, M Huotilainen, K Mathiak, ... Brain topography 33, 289-302, 2020 | 27 | 2020 |
| Electrophysiological frequency domain analysis of driver passive fatigue under automated driving conditions Y Zhang, J Ma, C Zhang, R Chang Scientific Reports 11 (1), 20348, 2021 | 25 | 2021 |
| Network entropy for the sequence analysis of functional connectivity graphs of the brain C Zhang, F Cong, T Kujala, W Liu, J Liu, T Parviainen, T Ristaniemi Entropy 20 (5), 311, 2018 | 22 | 2018 |
| Safety and efficacy outcomes after intranasal administration of neural stem cells in cerebral palsy: a randomized phase 1/2 controlled trial Z Lv, Y Li, Y Wang, F Cong, X Li, W Cui, C Han, Y Wei, X Hong, Y Liu, ... Stem Cell Research & Therapy 14 (1), 23, 2023 | 18 | 2023 |
| Spatiotemporal dynamical analysis of brain activity during mental fatigue process C Zhang, L Sun, F Cong, T Ristaniemi IEEE Transactions on Cognitive and Developmental Systems 13 (3), 593-606, 2020 | 17 | 2020 |
| Dissociable effects of reward on P300 and EEG spectra under conditions of high vs. low vigilance during a selective visual attention task J Liu, C Zhang, Y Zhu, Y Liu, H Sun, T Ristaniemi, F Cong, T Parviainen Frontiers in Human Neuroscience 14, 207, 2020 | 14 | 2020 |
| Channel increment strategy-based 1D convolutional neural networks for seizure prediction using intracranial EEG X Wang, C Zhang, T Kärkkäinen, Z Chang, F Cong IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 316-325, 2022 | 12 | 2022 |
| Tensor clustering on outer-product of coefficient and component matrices of independent component analysis for reliable functional magnetic resonance imaging data decomposition G Hu, Q Zhang, AB Waters, H Li, C Zhang, J Wu, F Cong, LD Nickerson Journal of Neuroscience Methods 325, 108359, 2019 | 12 | 2019 |
| Multi-domain features of the non-phase-locked component of interest extracted from ERP data by tensor decomposition G Zhang, C Zhang, S Cao, X Xia, X Tan, L Si, C Wang, X Wang, C Zhou, ... Brain topography 33, 37-47, 2020 | 11 | 2020 |
| Decoding analysis of alpha oscillation networks on maintaining driver alertness C Zhang, J Ma, J Zhao, P Liu, F Cong, T Liu, Y Li, L Sun, R Chang Entropy 22 (7), 787, 2020 | 10 | 2020 |
