Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. - Christos Chatzichristos; Eleftherios Kofidis; Giannis Kopsinis; Sergios Theodoridis (CoRR, 2016)

PARAFAC2 and its block term decomposition analog for blind fMRI source unmixing. - Christos Chatzichristos; Eleftherios Kofidis; Sergios Theodoridis (EUSIPCO, 2017)

Joint channel estimation / data detection in MIMO-FBMC/OQAM systems - A tensor-based approach. - Eleftherios Kofidis; Christos Chatzichristos; André Lima Férrer de Almeida (EUSIPCO, 2017)

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. - Christos Chatzichristos; Eleftherios Kofidis; Yiannis Kopsinis; Manuel Morante Moreno; Sergios Theodoridis (LVA/ICA, 2017)

Assisted dictionary learning for FMRI data analysis. - Manuel Morante Moreno; Yannis Kopsinis; Eleftherios Kofidis; Christos Chatzichristos; Sergios Theodoridis (ICASSP, 2017)

Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions. - Christos Chatzichristos; Mike Davies 001; Javier Escudero; Eleftherios Kofidis; Sergios Theodoridis (EUSIPCO, 2018)

Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach. - Christos Chatzichristos; Michiel Vandecappelle; Eleftherios Kofidis; Sergios Theodoridis; Lieven De Lathauwer; Sabine Van Huffel (GlobalSIP, 2019)

Early soft and flexible fusion of EEG and fMRI via tensor decompositions. - Christos Chatzichristos; Eleftherios Kofidis; Lieven De Lathauwer; Sergios Theodoridis; Sabine Van Huffel (CoRR, 2020)

A non-conformity approach towards post-prostatectomy metastasis estimation using a multicentre prostate cancer database. - Christos Chatzichristos; José Felipe Golib Dzib; Andries Clinckaert; Wouter Everaerts; Maarten De Vos; Martine Lewi (COPA, 2021)

Automatic Artifact Removal of Resting-State fMRI with Deep Neural Networks. - Christos Theodoropoulos 001; Christos Chatzichristos; Sabine Van Huffel (EUSIPCO, 2021)

Enhanced design matrix for task-related fMRI data analysis. - Manuel Morante; Yannis Kopsinis; Christos Chatzichristos; Athanassios Protopapas; Sergios Theodoridis (NeuroImage, 2021)

Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection. - Thijs Becker; Kaat Vandecasteele; Christos Chatzichristos; Wim Van Paesschen; Dirk Valkenborg; Sabine Van Huffel; Maarten De Vos (Sensors, 2021)

Epilepsy Detection Grand Challenge. - Christos Chatzichristos; Miguel Bhagubai; Wim Van Paesschen; Maarten De Vos (ICASSP, 2023)

CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities. - Konstantinos Kontras; Christos Chatzichristos; Huy Phan; Johan A. K. Suykens; Maarten De Vos (CoRR, 2023)

Improving Multimodal Learning with Multi-Loss Gradient Modulation. - Konstantinos Kontras; Christos Chatzichristos; Matthew B. Blaschko; Maarten De Vos (BMVC, 2024)

Multimodal Fusion Balancing Through Game-Theoretic Regularization. - Konstantinos Kontras; Thomas Strypsteen; Christos Chatzichristos; Paul P. Liang; Matthew B. Blaschko; Maarten De Vos (CoRR, 2024)

Detecting Epileptic Seizures Using Hand-Crafted and Automatically Constructed EEG Features. - Arne De Brabandere; Christos Chatzichristos; Wim Van Paesschen; Maarten De Vos; Jesse Davis (IEEE Trans. Biomed. Eng., 2024)

Learning Robust Representations of Tonic-Clonic Seizures With Cyclic Transformer. - Jingwei Zhang; Lauren Swinnen; Christos Chatzichristos; Wim Van Paesschen; Maarten De Vos (IEEE J. Biomed. Health Informatics, 2024)

Noncontact capacitive coupling ECG-Derived respiratory signals using the conformer based time-frequency domain generative adversarial network. - Zhijun Xiao; Maarten De Vos; Christos Chatzichristos; Kejun Dong; Yunyi Jiang; Zhongyu Wang; Yuwei Zhang; Fei Ding 003; Chenxi Yang; Jianqing Li 005; Chengyu Liu 001 (Expert Syst. Appl., 2025)