Christos Chatzichristos

According to our database, Christos Chatzichristos authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, June, 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., January, 2024

Improving Multimodal Learning with Multi-Loss Gradient Modulation.

Konstantinos Kontras, Christos Chatzichristos, Matthew B. Blaschko, Maarten De Vos

CoRR, 2024

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

Epilepsy Detection Grand Challenge.

Christos Chatzichristos, Miguel Bhagubai, Wim Van Paesschen, Maarten De Vos

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Enhanced design matrix for task-related fMRI data analysis.

Manuel Morante, Yannis Kopsinis, Christos Chatzichristos, Athanassios Protopapas, Sergios Theodoridis

NeuroImage, 2021

Automatic Artifact Removal of Resting-State fMRI with Deep Neural Networks.

Christos Theodoropoulos, Christos Chatzichristos, Sabine Van Huffel

Proceedings of the 29th European Signal Processing Conference, 2021

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

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021

2020

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

2019

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

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018

Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions.

Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Assisted dictionary learning for FMRI data analysis.

Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data.

Christos Chatzichristos, Eleftherios Kofidis, Yiannis Kopsinis, Manuel Morante Moreno, Sergios Theodoridis

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Joint channel estimation / data detection in MIMO-FBMC/OQAM systems - A tensor-based approach.

Eleftherios Kofidis, Christos Chatzichristos, André Lima Férrer de Almeida

Proceedings of the 25th European Signal Processing Conference, 2017

PARAFAC2 and its block term decomposition analog for blind fMRI source unmixing.

Christos Chatzichristos, Eleftherios Kofidis, Sergios Theodoridis

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data.

Christos Chatzichristos, Eleftherios Kofidis, Giannis Kopsinis, Sergios Theodoridis

CoRR, 2016