58 citations · 97 across the 11 of their papers we have counts for
3 papers · 1 filter
Automatic artifact removal of resting-state fMRI with Deep Neural Networks
Christos Theodoropoulos, Christos Chatzichristos, Sabine Van Huffel
Functional Magnetic Resonance Imaging (fMRI) is a non-invasive technique for studying brain activity. During an fMRI session, the subject executes a set of tasks (task-related fMRI…
Early soft and flexible fusion of EEG and fMRI via tensor decompositions
Christos Chatzichristos, Eleftherios Kofidis, Lieven De Lathauwer +2
Data fusion refers to the joint analysis of multiple datasets which provide complementary views of the same task. In this preprint, the problem of jointly analyzing electroencephal…
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data
Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn +4
EEG-correlated fMRI analysis is widely used to detect regional blood oxygen level dependent fluctuations that are significantly synchronized to interictal epileptic discharges, whi…