ArticleNeuroImage2015
A symmetric multivariate leakage correction for MEG connectomes.
Article in NeuroImage, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 208 papers, 1 of them a synthesis that pooled it.
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Who cites it
208 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Biomarkers of stroke recovery using EEG-based resting-state functional connectivity: a systematic review.Journal of neuroengineering and rehabilitation · 2026Pooled it
- The effects of AMPA receptor blockade on resting magnetoencephalography recordings.Journal of psychopharmacology (Oxford, England) · 2017Trial
- Robust and replicable effects of ageing on resting-state brain electrophysiology measured with MEG.eLife · 2026Article
- Fixed-Sequence OFF-to-ON Differences in Low-Beta State Dynamics in Parkinson's Disease: A Paired Source-Space Resting-State EEG Study.Brain topography · 2026Article
- Age-Related Changes in Spontaneous Brain Dynamics Revealed by Resting-State Magnetoencephalography.GeroScience · 2026Article
- From EEG Source Localization to Brain Network Analysis: A Computational Neuroscience Perspective.Biology · 2026Review
- Frequency-specific cortical subnetworks support fast human swallowing.Communications biology · 2026Article
- Temporal neural dynamics patterns in episodic and chronic migraine: a magnetoencephalography study.The journal of headache and pain · 2026Article
- Shared spatial and temporal principles govern connectome dynamics across timescales.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Decoding Visual Pathway Dysfunction with SERF-MEG: A Study in Patients with Optic Neuropathy.Bioengineering (Basel, Switzerland) · 2026Article
- Cognitive control networks causally support implicit emotion regulation: evidence from dlPFC stimulation and directed functional connectivity.Scientific reports · 2026Article
- A Precision Computational Framework for sLORETA Neurofeedback in Mild Cognitive Impairment: Integration of qEEG Biomarkers and Neuropsychological Metrics.International journal of environmental research and public health · 2026Article
- Varying patterns of association between cortical large-scale networks and subthalamic nucleus activity in Parkinson's disease.NPJ Parkinson's disease · 2026Article
- Cortical beta coherence provides a stronger non-invasive predictor of movement vigor than local beta power.Journal of neuroengineering and rehabilitation · 2026Article
- Effects of Age on Resting-State Cortical Networks.Human brain mapping · 2026Article
- The role of white matter myelin in structural-functional network coupling.Communications biology · 2026Article
- Divergence of cortical neurophysiology across different neurodegenerative disorders compared to healthy ageing.Progress in neurobiology · 2026Article
- Preoperative MEG reveals differential brain network characteristics in drug-resistant epilepsy patients based on vagus nerve stimulation response.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026Article
- Evaluating oscillatory mechanisms underlying flexible neural communication in the human brain.Network neuroscience (Cambridge, Mass.) · 2026Article
- Decoding visual object recognition from EEG signals.PloS one · 2026Article
148 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Ambiguities in the source reconstruction of magnetoencephalographic (MEG) measurements can cause spurious correlations between estimated source time-courses. In this paper, we propose a symmetric orthogonalisation method to correct for these artificial correlations between a set of multiple regions of interest (ROIs). This process enables the straightforward application of network modelling methods, including partial correlation or multivariate autoregressive modelling, to infer connectomes, or functional networks, from the corrected ROIs. Here, we apply the correction to simulated MEG recordings of simple networks and to a resting-state dataset collected from eight subjects, before computing the partial correlations between power envelopes of the corrected ROItime-courses. We show accurate reconstruction of our simulated networks, and in the analysis of real MEGresting-state connectivity, we find dense bilateral connections within the motor and visual networks, together with longer-range direct fronto-parietal connections.
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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.