Gradient induced artifacts in simultaneous EEG-fMRI: Effect of synchronization on spiral and EPI k-space trajectories
Open accessAbstract
The nature of the gradient induced electroencephalography (EEG) artifact is analyzed and compared for two functional magnetic resonance imaging (fMRI) pulse sequences with different k-space trajectories: echo planar imaging (EPI) and spiral. Furthermore, the performance of the average artifact subtraction algorithm (AAS) to remove the gradient artifact for both sequences is evaluated. The results show that the EEG gradient artifact for spiral sequences is one order of magnitude higher than for EPI sequences due to the chirping spectrum of the spiral sequence and the dB/dt of its crusher gradients. However, in the presence of accurate synchronization, the use of AAS yields the same artifact suppression efficiency for both pulse sequences below 80Hz. The quality of EEG signal after AAS is demonstrated for phantom and human data. EEG spectrogram and visual evoked potential (VEP) are compared outside the scanner and use both EPI and spiral pulse sequences. MR related artifact residues affect the spectra over 40Hz (less than 0.2 μV up to 120Hz) and modify the amplitude of P1, N2 and P300 in the VEP. These modifications in the EEG signal have to be taken into account when interpreting EEG data acquired in simultaneous EEG-fMRI experiments.
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Frequencies above 40 Hz were excluded from further analysis as they are prone to contamination by MR gradient-induced artifacts.
“However, frequencies above 40 Hz were excluded from further analysis, as they are prone to contamination by MR gradientinduced artifacts (Solana et al., 2014).”
From Frontal Electroencephalography Asymmetry and Desynchronized Functional Connectivity Associated with Long-Term and Short-Term Breathing Training (2026) · cites this paper as Solana et al., 2014
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Ng, H.-Y. H., Hsu, A.-L., Wu, C. W., Huang, C.-M., Chao, Y.-P., Jung, T.-P., & Chuang, C.-H. (2026) · Mindfulness · doi:10.1007/s12671-025-02734-1
“However, frequencies above 40 Hz were excluded from further analysis, as they are prone to contamination by MR gradient-induced artifacts (Solana et al., 2014).”
- Authors
- Solana, A. B., Hernández-Tamames, J. A., Manzanedo, E., García-Álvarez, R., Zelaya, F. O., & del Pozo, F.
- Affiliations
- Universidad Rey Juan Carlos (ES)
- King's College London (GB)
- Corresponding author
- Solana, A.B.
- Venue
- Magnetic Resonance Imaging
- Publisher
- Elsevier BV
- Published
- 2014-07
- Volume
- 32
- Issue
- 6
- Pages
- 684-692
- ISSN
- 0730-725X (ISSN-L)
- OpenAlex
- W2029210440
- Cited by
- 11
- References
- 0
- Citations by year
- 2026: 1 · 2023: 1 · 2021: 2 · 2018: 1 · 2016: 2 · 2015: 3 · 2014: 1
- FWCI
- 1.56
- Type
- journal article
- Language
- en
- Open access
- green
- oa.upm.es
- Licence
- cc-by-nc-nd
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- Locations
- Magnetic Resonance Imaging (publishedVersion)
- PubMed (publishedVersion)
- LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (submittedVersion, cc-by-nc-nd)
- Hispana (submittedVersion, cc-by-nc-nd)
- Research Portal (King's College London) (submittedVersion)
- UPM Digital Archive (Technical University of Madrid) (submittedVersion, cc-by-nc-nd)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › EEG and Brain-Computer Interfaces
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electrical and Bioimpedance Tomography
- Keywords
- simultaneous EEG-fMRI, spiral k-space trajectories, echo planar imaging, k-space trajectory, synchronization, visual evoked potentials, P300, artifact removal
- MeSH terms
- Brain, Electroencephalography, Humans, Image Interpretation, Computer-Assisted, Magnetic Resonance Imaging, Artifacts, Echo-Planar Imaging, Phantoms, Imaging
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