Blind fMRI source unmixing via higher-order tensor decompositions C Chatzichristos, E Kofidis, M Morante, S Theodoridis Journal of neuroscience methods 315, 17-47, 2019 | 50 | 2019 |
Epileptic seizure detection in eeg via fusion of multi-view attention-gated u-net deep neural networks C Chatzichristos, J Dan, AM Narayanan, N Seeuws, K Vandecasteele, ... 2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-7, 2020 | 26 | 2020 |
Fusion of EEG and fMRI via soft coupled tensor decompositions C Chatzichristos, M Davies, J Escudero, E Kofidis, S Theodoridis 2018 26th European Signal Processing Conference (EUSIPCO), 56-60, 2018 | 26 | 2018 |
Accurate detection of typical absence seizures in adults and children using a two‐channel electroencephalographic wearable behind the ears L Swinnen, C Chatzichristos, K Jansen, L Lagae, C Depondt, L Seynaeve, ... Epilepsia 62 (11), 2741-2752, 2021 | 25 | 2021 |
The power of ECG in multimodal patient‐specific seizure monitoring: added value to an EEG‐based detector using limited channels K Vandecasteele, T De Cooman, C Chatzichristos, E Cleeren, L Swinnen, ... Epilepsia 62 (10), 2333-2343, 2021 | 23 | 2021 |
Emojis influence autobiographical memory retrieval from reading words: An fMRI-based study C Chatzichristos, M Morante, N Andreadis, E Kofidis, Y Kopsinis, ... PloS one 15 (7), e0234104, 2020 | 20 | 2020 |
Higher-order block term decomposition for spatially folded fMRI data C Chatzichristos, E Kofidis, Y Kopsinis, MM Moreno, S Theodoridis Latent Variable Analysis and Signal Separation: 13th International …, 2017 | 19 | 2017 |
Joint channel estimation/data detection in MIMO-FBMC/OQAM systems—A tensor-based approach E Kofidis, C Chatzichristos, ALF de Almeida 2017 25th European Signal Processing Conference (EUSIPCO), 420-424, 2017 | 14 | 2017 |
Classification with a deferral option and low-trust filtering for automated seizure detection T Becker, K Vandecasteele, C Chatzichristos, W Van Paesschen, ... Sensors 21 (4), 1046, 2021 | 11 | 2021 |
Early soft and flexible fusion of EEG and fMRI via tensor decompositions C Chatzichristos, E Kofidis, L De Lathauwer, S Theodoridis, S Van Huffel arXiv preprint arXiv:2005.07134, 2020 | 10 | 2020 |
PARAFAC2 and its block term decomposition analog for blind fMRI source unmixing C Chatzichristos, E Kofidis, S Theodoridis 2017 25th European Signal Processing Conference (EUSIPCO), 2081-2085, 2017 | 9 | 2017 |
Assisted dictionary learning for FMRI data analysis MM Moreno, Y Kopsinis, E Kofidis, C Chatzichristos, S Theodoridis 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 9 | 2017 |
Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis C Chatzichristos, E Kofidis, W Van Paesschen, L De Lathauwer, ... Human brain mapping 43 (4), 1231-1255, 2022 | 8 | 2022 |
Automatic annotation correction for wearable EEG based epileptic seizure detection J Zhang, C Chatzichristos, K Vandecasteele, L Swinnen, V Broux, ... Journal of Neural Engineering 19 (1), 016038, 2022 | 8 | 2022 |
Coupled tensor decompositions for data fusion C Chatzichristos, S Van Eyndhoven, E Kofidis, S Van Huffel Tensors for data processing, 341-370, 2022 | 8 | 2022 |
Multimodal detection of typical absence seizures in home environment with wearable electrodes C Chatzichristos, L Swinnen, J Macea, M Bhagubai, W Van Paesschen, ... Frontiers in Signal Processing 2, 1014700, 2022 | 7 | 2022 |
Tensor-based blind fMRI source separation without the Gaussian noise assumption—A β-divergence approach C Chatzichristos, M Vandecapelle, E Kofidis, S Theodoridis, ... 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019 | 6 | 2019 |
SeizeIT1 C Chatzichristos, M CLARO BHAGUBAI, W Van Paesschen, M De Vos KU Leuven RDR, 2023 | 2 | 2023 |
Automatic artifact removal of resting-state fMRI with Deep Neural Networks C Theodoropoulos, C Chatzichristos, S Van Huffel 2021 29th European Signal Processing Conference (EUSIPCO), 1236-1240, 2021 | 2 | 2021 |
The Power of ECG in Semi-Automated Seizure Detection in Addition to Two-Channel behind-the-Ear EEG M Bhagubai, K Vandecasteele, L Swinnen, J Macea, C Chatzichristos, ... Bioengineering 10 (4), 491, 2023 | 1 | 2023 |