Simultaneous EEG-fMRI: what have we learned and what does the future hold?

T Warbrick - Sensors, 2022 - mdpi.com
Simultaneous EEG-fMRI has developed into a mature measurement technique in the past
25 years. During this time considerable technical and analytical advances have been made …

EEG-informed fMRI: a review of data analysis methods

R Abreu, A Leal, P Figueiredo - Frontiers in human neuroscience, 2018 - frontiersin.org
The simultaneous acquisition of electroencephalography (EEG) with functional magnetic
resonance imaging (fMRI) is a very promising non-invasive technique for the study of human …

[HTML][HTML] The relationship between EEG and fMRI connectomes is reproducible across simultaneous EEG-fMRI studies from 1.5 T to 7T

J Wirsich, J Jorge, GR Iannotti, EA Shamshiri… - NeuroImage, 2021 - Elsevier
Both electroencephalography (EEG) and functional Magnetic Resonance Imaging (fMRI) are
non-invasive methods that show complementary aspects of human brain activity. Despite …

An automatic pre-processing pipeline for EEG analysis (APP) based on robust statistics

JR da Cruz, V Chicherov, MH Herzog… - Clinical …, 2018 - Elsevier
Objective With the advent of high-density EEG and studies of large numbers of participants,
yielding increasingly greater amounts of data, supervised methods for artifact rejection have …

Adaptive optimal basis set for BCG artifact removal in simultaneous EEG-fMRI

M Marino, Q Liu, V Koudelka, C Porcaro, J Hlinka… - Scientific reports, 2018 - nature.com
Electroencephalography (EEG) signals recorded during simultaneous functional magnetic
resonance imaging (fMRI) are contaminated by strong artifacts. Among these, the …

Excitatory–inhibitory balance within EEG microstates and resting-state fMRI networks: assessed via simultaneous trimodal PET–MR–EEG imaging

R Rajkumar, C Régio Brambilla, T Veselinović… - Translational …, 2021 - nature.com
The symbiosis of neuronal activities and glucose energy metabolism is reflected in the
generation of functional magnetic resonance imaging (fMRI) and electroencephalography …

The MotoNet: a 3 Tesla MRI-conditional EEG net with embedded motion sensors

J Levitt, A van der Kouwe, H Jeong, LD Lewis… - Sensors, 2023 - mdpi.com
We introduce a new electroencephalogram (EEG) net, which will allow clinicians to monitor
EEG while tracking head motion. Motion during MRI limits patient scans, especially of …

EEG synchronization measures predict epilepsy-related BOLD-fMRI fluctuations better than commonly used univariate metrics

R Abreu, A Leal, FL da Silva, P Figueiredo - Clinical Neurophysiology, 2018 - Elsevier
Objective We hypothesize that the hypersynchronization associated with epileptic activity is
best described by EEG synchronization measures, and propose to use these as predictors of …

Identification of epileptic brain states by dynamic functional connectivity analysis of simultaneous EEG-fMRI: a dictionary learning approach

R Abreu, A Leal, P Figueiredo - Scientific reports, 2019 - nature.com
Most fMRI studies of the brain's intrinsic functional connectivity (FC) have assumed that this
is static; however, it is now clear that it changes over time. This is particularly relevant in …

Pushing the limits of EEG: estimation of large-scale functional brain networks and their dynamics validated by simultaneous fMRI

R Abreu, M Simões, M Castelo-Branco - Frontiers in neuroscience, 2020 - frontiersin.org
Functional magnetic resonance imaging (fMRI) is the technique of choice for detecting large-
scale functional brain networks and to investigate their dynamics. Because fMRI measures …