ArticleNeuroImage2013
Identifying the sources of the pulse artefact in EEG recordings made inside an MR scanner.
Article in NeuroImage, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Artifact Reduction in Simultaneous EEG-fMRI: A Systematic Review of Methods and Contemporary Usage.Frontiers in neurology · 2021Pooled it
- Linking Age Changes in Human Cortical Microcircuits to Impaired Brain Function and EEG Biomarkers.Aging cell · 2026Article
- Trimodal brain imaging: A novel approach for simultaneous investigation of human brain function.Biological psychology · 2025Review
- Ballistocardiogram suppression in concurrent EEG-MRI by dynamic modeling of heartbeats.Human brain mapping · 2022Article
- Simultaneous EEG-fMRI: What Have We Learned and What Does the Future Hold?Sensors (Basel, Switzerland) · 2022Review
- Evaluation and comparison of most prevalent artifact reduction methods for EEG acquired simultaneously with fMRI.Frontiers in neuroimaging · 2022Article
- Preservation of EEG spectral power features during simultaneous EEG-fMRI.Frontiers in neuroscience · 2022Article
- EEG-fMRI: Ballistocardiogram Artifact Reduction by Surrogate Method for Improved Source Localization.Frontiers in neuroscience · 2022Article
- Unified Retrospective EEG Motion Educated Artefact Suppression for EEG-fMRI to Suppress Magnetic Field Gradient Artefacts During Motion.Brain topography · 2021Article
- Assessment of a Non Invasive Brain Oximeter in Volunteers Undergoing Acute Hypoxia.Medical devices (Auckland, N.Z.) · 2020Article
- [Study of denoising of simultaneous electroencephalogram-functional magnetic resonance imaging signal based on real-time constrained independent components analysis].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2019Article
- Adaptive optimal basis set for BCG artifact removal in simultaneous EEG-fMRI.Scientific reports · 2018Article
- Exploring the origins of EEG motion artefacts during simultaneous fMRI acquisition: Implications for motion artefact correction.NeuroImage · 2018Article
- Clustering-Constrained ICA for Ballistocardiogram Artifacts Removal in Simultaneous EEG-fMRI.Frontiers in neuroscience · 2018Article
- Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF).Brain topography · 2018Article
- EEG-Informed fMRI: A Review of Data Analysis Methods.Frontiers in human neuroscience · 2018Review
- Polymer thick film technology for improved simultaneous dEEG/MRI recording: Safety and MRI data quality.Magnetic resonance in medicine · 2017Article
- Presurgical brain mapping in epilepsy using simultaneous EEG and functional MRI at ultra-high field: feasibility and first results.Magma (New York, N.Y.) · 2016Article
- Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression.NeuroImage · 2016Article
- Alpha desynchronization and fronto-parietal connectivity during spatial working memory encoding deficits in ADHD: A simultaneous EEG-fMRI study.NeuroImage. Clinical · 2016Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
EEG recordings made during concurrent fMRI are confounded by the pulse artefact (PA), which although smaller than the gradient artefact is often more problematic because of its variability over multiple cardiac cycles. A better understanding of the PA is needed in order to generate improved methods for reducing its effect in EEG-fMRI experiments. Here we performed a study aimed at identifying the relative contributions of three putative sources of the PA (cardiac-pulse-driven head rotation, the Hall effect due to pulsatile blood flow and pulse-driven expansion of the scalp) to its amplitude and variability. EEG recordings were made from 6 subjects lying in a 3T scanner. Accelerometers were fixed on the forehead and temple to monitor head motion. A bite-bar and vacuum cushion were used to restrain the head, thus greatly attenuating the contribution of cardiac-driven head rotation to the PA, while an insulating layer placed between the head and the EEG electrodes was used to eliminate the Hall voltage contribution. Using the root mean square (RMS) amplitude of the PA averaged over leads and time as a measure of the PA amplitude, we found that head restraint and insulating layer reduced the PA by 61% and 42%, respectively, when compared with the PA induced with the subject relaxed, indicating that cardiac-pulse-driven head rotation is the dominant source of the PA. With both the insulating layer and head restraint in place, the PA was reduced in RMS amplitude by 78% compared with the relaxed condition, the remaining PA contribution resulting from scalp expansion or residual head motion. The variance of the PA across cardiac cycles was more strongly reduced by the insulating layer than the head restraint, indicating that the flow-induced Hall voltage makes a larger contribution than pulse-driven head rotation to the variability of the PA.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.