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 …

Artifact reduction in simultaneous EEG-fMRI: a systematic review of methods and contemporary usage

M Bullock, GD Jackson, DF Abbott - Frontiers in neurology, 2021 - frontiersin.org
Simultaneous electroencephalography-functional MRI (EEG-fMRI) is a technique that
combines temporal (largely from EEG) and spatial (largely from fMRI) indicators of brain …

Embedding decomposition for artifacts removal in EEG signals

J Yu, C Li, K Lou, C Wei, Q Liu - Journal of Neural Engineering, 2022 - iopscience.iop.org
Objective. Electroencephalogram (EEG) recordings are often contaminated with artifacts.
Various methods have been developed to eliminate or weaken the influence of artifacts …

MultiResUNet3+: A full-scale connected multi-residual UNet model to denoise electrooculogram and electromyogram artifacts from corrupted electroencephalogram …

MS Hossain, S Mahmud, A Khandakar, N Al-Emadi… - Bioengineering, 2023 - mdpi.com
Electroencephalogram (EEG) signals immensely suffer from several physiological artifacts,
including electrooculogram (EOG), electromyogram (EMG), and electrocardiogram (ECG) …

EEG microstates predict concurrent fMRI dynamic functional connectivity states

R Abreu, J Jorge, A Leal, T Koenig, P Figueiredo - Brain topography, 2021 - Springer
Brain functional connectivity measured by resting-state fMRI varies over multiple time scales,
and recurrent dynamic functional connectivity (dFC) states have been identified. These have …

[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 …

Heartbeat-evoked neural response abnormalities in generalized anxiety disorder during peripheral adrenergic stimulation

C Verdonk, AR Teed, EJ White, X Ren… - …, 2024 - nature.com
Hyperarousal symptoms in generalized anxiety disorder (GAD) are often incongruent with
the observed physiological state, suggesting that abnormal processing of interoceptive …

Automated pipeline for EEG artifact reduction (APPEAR) recorded during fMRI

A Mayeli, O Al Zoubi, K Henry, CK Wong… - Journal of neural …, 2021 - iopscience.iop.org
Objective. Simultaneous electroencephalography-functional magnetic resonance imaging
(EEG-fMRI) recordings offer a high spatiotemporal resolution approach to study human brain …

Data‐driven beamforming technique to attenuate ballistocardiogram artefacts in electroencephalography–functional magnetic resonance imaging without detecting …

M Uji, N Cross, FB Pomares, AA Perrault… - Human Brain …, 2021 - Wiley Online Library
Simultaneous recording of electroencephalography (EEG) and functional magnetic
resonance imaging (fMRI) is a very promising non‐invasive neuroimaging technique …

Assessing expert reliability in determining intracranial EEG channel quality and introducing the automated bad channel detection algorithm

T Hattab, SD König, DC Carlson… - Journal of neural …, 2024 - iopscience.iop.org
Objective. To evaluate the inter-and intra-rater reliability for the identification of bad channels
among neurologists, EEG Technologists, and naïve research personnel, and to compare …