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Christos Chatzichristos
Christos Chatzichristos
Postodoctoral Researcher, Ku Leuven
esat.kuleuven.be의 이메일 확인됨 - 홈페이지
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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
602019
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
472021
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
372021
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
332020
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
272018
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
262020
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
212017
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
182022
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
172022
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
162021
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
142020
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
142017
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
112022
Coupled tensor decompositions for data fusion
C Chatzichristos, S Van Eyndhoven, E Kofidis, S Van Huffel
Tensors for data processing, 341-370, 2022
112022
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
102017
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
92017
SeizeIT1
C Chatzichristos, M CLARO BHAGUBAI
KU Leuven RDR, 2023
72023
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
62019
Home recording of 3‐Hz spike–wave discharges in adults with absence epilepsy using the wearable Sensor Dot
L Swinnen, C Chatzichristos, M Bhagubai, V Broux, N Zabler, ...
Epilepsia 65 (2), 378-388, 2024
42024
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
32023
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