Towards high-quality simultaneous EEG-fMRI at 7 T: Detection and reduction of EEG artifacts due to head motion
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Summary
Improvements achieved were well appreciable at single-subject and single-trial levels, and set an encouraging quality mark for simultaneous EEG-fMRI at ultra-high field.
- Type
- article
- Published
- 2015-10-15
- Cited by
- 57
- References
- 50
- Access
- Open access
- OpenAlex
- https://openalex.org/W1656026513
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1088424
Keywords
Artifact (error), Electroencephalography, Computer science, EEG-fMRI, Artificial intelligence
References
- Recording Visual Evoked Potentials and Auditory Evoked P300 at 9.4T Static Magnetic Field
- Combining EEG and fMRI.
- Simultaneous Confidence Bands and Hypothesis Testing in Varying‐coefficient Models
- Combining EEG and fMRI in the study of epileptic discharges
- Motion and Ballistocardiogram Artifact Removal for Interleaved Recording of EEG and EPs during MRI
- Physical modeling of pulse artefact sources in simultaneous EEG/fMRI
- Simultaneous electroencephalography‐functional MRI at 3 T: An analysis of safety risks imposed by performing anatomical reference scans with the EEG equipment in place
- Investigating the effect of modifying the EEG cap lead configuration on the gradient artifact in simultaneous EEG-fMRI
- Recursive approach of EEG-segment-based principal component analysis substantially reduces cryogenic pump artifacts in simultaneous EEG-fMRI data
- Cardiovascular alterations in Macaca monkeys exposed to stationary magnetic fields: experimental observations and theoretical analysis.
- Reduction of EEG artefacts induced by vibration in the MR-environment
- ICA decomposition of EEG signal for fMRI processing in epilepsy
- Measurement and Correction of Microscopic Head Motion during Magnetic Resonance Imaging of the Brain
- How wrong can we be? The effect of inaccurate mark-up of EEG/fMRI studies in epilepsy.
- Exploring the feasibility of simultaneous electroencephalography/functional magnetic resonance imaging at 7 T.
- Measurement and reduction of motion and ballistocardiogram artefacts from simultaneous EEG and fMRI recordings
- High-field fMRI unveils orientation columns in humans
- Simultaneous EEG-fMRI at ultra-high field: Artifact prevention and safety assessment
- fMRI at 1.5, 3 and 7 T: Characterising BOLD signal changes
- Removal of FMRI environment artifacts from EEG data using optimal basis sets
Cited by
- Presurgical brain mapping in epilepsy using simultaneous EEG and functional MRI at ultra-high field: feasibility and first results
- Conforming Discretizations of Boundary Element Solutions of the Electroencephalography Forward Problem
- Spurious correlations in simultaneous EEG-fMRI driven by in-scanner movement
- Ballistocardiogram artifact correction taking into account physiological signal preservation in simultaneous EEG-fMRI
- Simultaneous EEG-fMRI at ultra-high field for the study of human brain function
- Dual array EEG-fMRI: An approach for motion artifact suppression in EEG recorded simultaneously with fMRI
- EEG-fMRI Gradient Artifact Correction by Multiple Motion-Related Templates
- Effectiveness of Reference Signal-Based Methods for Removal of EEG Artifacts Due to Subtle Movements During fMRI Scanning
- Real-time EEG artifact correction during fMRI using ICA.
- Reference layer adaptive filtering (RLAF) for EEG artifact reduction in simultaneous EEG-fMRI
- How to Build a Hybrid Neurofeedback Platform Combining EEG and fMRI
- Unimodal Versus Bimodal EEG-fMRI Neurofeedback of a Motor Imagery Task
- Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF)
- EEG synchronization measures predict epilepsy-related BOLD-fMRI fluctuations better than commonly used univariate metrics.
- Combining electroencephalography and functional magnetic resonance imaging for neurofeedback
- EEG-Informed fMRI: A Review of Data Analysis Methods
- Exploring the origins of EEG motion artefacts during simultaneous fMRI acquisition: Implications for motion artefact correction
- Distortion‐matched T1 maps and unbiased T1‐weighted images as anatomical reference for high‐resolution fMRI
- Adaptive optimal basis set for BCG artifact removal in simultaneous EEG-fMRI
- Examples of sub-millimeter, 7T, T1-weighted EPI datasets acquired with the T123DEPI sequence
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