ArticleHuman brain mapping2024
The effects of spatial leakage correction on the reliability of EEG-based functional connectivity networks.
Article in Human brain mapping, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Cortical Hyperexcitability Shapes Large-Scale Brain Dynamics and Behavioral Outcome in Angelman Syndrome.Biological psychiatry global open science · 2026Article
- Assessing Strengths and Limitations of Magnetoencephalography Source Imaging With Intracerebral EEG.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Microstate-Specific Cross-Frequency Coupling Networks: A Spatiotemporal Framework for MCI Identification.CNS neuroscience & therapeutics · 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
- Mapping Executive Function Performance Based on Resting-State EEG in Healthy Individuals: A Systematic and Mechanistic Review.Journal of clinical medicine · 2026Review
- Altered dynamic functional connectivity characteristics in adolescent depression with childhood trauma: a pilot resting-state EEG study.Frontiers in psychology · 2026Article
- Odor-induced sweetness enhancement: EEG evidence for olfactory and gustatory cross-modal interactions.Current research in food science · 2026Article
- Altered Low-beta Characteristics in Individuals With Alcohol Use Disorder: A Pilot Resting Electroencephalography Study.Alpha psychiatry · 2025Article
- Zero-phase-delay synchrony between interacting neural populations: implications for functional connectivity-derived biomarkers.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Light-Driven HPlants (Basel, Switzerland) · 2024Review
- The effects of spatial leakage correction on the reliability of EEG-based functional connectivity networks.Human brain mapping · 2024Article
- Towards precision EEG connectomics: Evaluating the benefits of dense sampling.Imaging neuroscience (Cambridge, Mass.)Article
- Replication and validation of two novel magnetoencephalography functional connectivity measures in Alzheimer's disease.Imaging neuroscience (Cambridge, Mass.)Article
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Authors and funding
4 authors.
Funding
Abstract
Electroencephalography (EEG) functional connectivity (FC) estimates are confounded by the volume conduction problem. This effect can be greatly reduced by applying FC measures insensitive to instantaneous, zero-lag dependencies (corrected measures). However, numerous studies showed that FC measures sensitive to volume conduction (uncorrected measures) exhibit higher reliability and higher subject-level identifiability. We tested how source reconstruction contributed to the reliability difference of EEG FC measures on a large (n = 201) resting-state data set testing eight FC measures (including corrected and uncorrected measures). We showed that the high reliability of uncorrected FC measures in resting state partly stems from source reconstruction: idiosyncratic noise patterns define a baseline resting-state functional network that explains a significant portion of the reliability of uncorrected FC measures. This effect remained valid for template head model-based, as well as individual head model-based source reconstruction. Based on our findings we made suggestions how to best use spatial leakage corrected and uncorrected FC measures depending on the main goals of the study.
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