Christos Chatzichristos

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Tensor Decomposition

Top Venues

Publications

Jingwei Zhang, Lauren Swinnen, Christos Chatzichristos, Wim Van Paesschen, Maarten De Vos
Learning Robust Representations of Tonic-Clonic Seizures With Cyclic Transformer. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Arne De Brabandere, Christos Chatzichristos, Wim Van Paesschen, Maarten De Vos, Jesse Davis
Detecting Epileptic Seizures Using Hand-Crafted and Automatically Constructed EEG Features. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Konstantinos Kontras, Christos Chatzichristos, Matthew B. Blaschko, Maarten De Vos
Improving Multimodal Learning with Multi-Loss Gradient Modulation. CoRR (2024)
Konstantinos Kontras, Christos Chatzichristos, Huy Phan, Johan A. K. Suykens, Maarten De Vos
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities. CoRR (2023)
Christos Chatzichristos, Miguel Bhagubai, Wim Van Paesschen, Maarten De Vos
Epilepsy Detection Grand Challenge. ICASSP (2023)
Manuel Morante, Yannis Kopsinis, Christos Chatzichristos, Athanassios Protopapas, Sergios Theodoridis
Enhanced design matrix for task-related fMRI data analysis. NeuroImage 245 (2021)
Christos Theodoropoulos, Christos Chatzichristos, Sabine Van Huffel
Automatic Artifact Removal of Resting-State fMRI with Deep Neural Networks. EUSIPCO (2021)
Thijs Becker, Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, Dirk Valkenborg, Sabine Van Huffel, Maarten De Vos
Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection. Sensors 21 (4) (2021)
Christos Chatzichristos, José Felipe Golib Dzib, Andries Clinckaert, Wouter Everaerts, Maarten De Vos, Martine Lewi
A non-conformity approach towards post-prostatectomy metastasis estimation using a multicentre prostate cancer database. COPA (2021)
Christos Chatzichristos, Eleftherios Kofidis, Lieven De Lathauwer, Sergios Theodoridis, Sabine Van Huffel
Early soft and flexible fusion of EEG and fMRI via tensor decompositions. CoRR (2020)
Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel
Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach. GlobalSIP (2019)
Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis
Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions. EUSIPCO (2018)
Christos Chatzichristos, Eleftherios Kofidis, Sergios Theodoridis
PARAFAC2 and its block term decomposition analog for blind fMRI source unmixing. EUSIPCO (2017)
Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis
Assisted dictionary learning for FMRI data analysis. ICASSP (2017)
Eleftherios Kofidis, Christos Chatzichristos, André Lima Férrer de Almeida
Joint channel estimation / data detection in MIMO-FBMC/OQAM systems - A tensor-based approach. EUSIPCO (2017)
Christos Chatzichristos, Eleftherios Kofidis, Yiannis Kopsinis, Manuel Morante Moreno, Sergios Theodoridis
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. LVA/ICA (2017)
Christos Chatzichristos, Eleftherios Kofidis, Giannis Kopsinis, Sergios Theodoridis
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. CoRR (2016)
Eleftherios Kofidis, Christos Chatzichristos, André L. F. de Almeida
Joint Channel Estimation / Data Detection in MIMO-FBMC/OQAM Systems - A Tensor-Based Approach. CoRR (2016)