ArticleDevelopmental cognitive neuroscience2022
EEG functional connectivity analysis in the source space.
Article in Developmental cognitive neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pediatric resting EEG collection, preprocessing, and analysis: A systematic review.Developmental cognitive neuroscience · 2026Pooled it
- Neural correlates of child temperament: The role of brain network connectivity in psychopathology risk.Journal of child psychology and psychiatry, and allied disciplines · 2026Article
- A multifeature machine learning and resting-state EEG study reveals differences in beta oscillation in late-life depression with or without mild cognitive impairment.BMC psychiatry · 2026Article
- Alpha-band fronto-limbic hyperconnectivity in adolescents with major depression and suicidal ideation.BMC psychiatry · 2026Article
- Bifocal Beta-frequency Transcranial Alternating Current Stimulation Enhances Somatosensory Spatial Discrimination.Brain topography · 2026Article
- Hemispheric asymmetry in depressive symptoms is associated with sex-divergent functional brain connectivity patterns.iScience · 2026Article
- Mechanisms of acupuncture-regulated cortical plasticity after stroke based on TMS-EEG-MEP integration.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026Article
- Functional Connectivity Is Dominated by Aperiodic, Rather Than Oscillatory, Coupling.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- EEG biomarkers for Alzheimer's disease: A novel automated pipeline for detecting and monitoring disease progression.Journal of Alzheimer's disease : JAD · 2025Article
- Harnessing electroencephalography connectomes for cognitive and clinical neuroscience.Nature biomedical engineering · 2025Review
- A direct comparison of laboratory and community EEG recordings for neurodevelopmental research.Scientific reports · 2025Article
- Investigating the Human Brain's Integration of Internal and External Reference Frames: The Role of the Alpha and Beta Bands in a Modified Temporal Order Judgment Task.Human brain mapping · 2025Article
- Inference of Whole Brain Electrophysiological Networks Through Multimodal Integration of Simultaneous Scalp and Intracranial EEG.Advances in neural information processing systems · 2025Article
- A New Method for Dynamic Brain Connectivity Analysis Based on Tensor Decomposition in Tinnitus Using High-density Electroencephalogram in Source Domain.Journal of medical signals and sensors · 2025Article
- The development and structure of the HEALthy Brain and Child Development (HBCD) Study EEG protocol.Developmental cognitive neuroscience · 2024Article
- Patterns of spontaneous neural activity associated with social communication abilities among infants and toddlers showing signs of autism.The European journal of neuroscience · 2024Article
- Microstate Analysis of Continuous Infant EEG: Tutorial and Reliability.Brain topography · 2024Article
- EEG signatures of cognitive decline after mild SARS-CoV-2 infection: an age-dependent study.BMC medicine · 2024Article
- Temporal Properties of Self-Prioritization.Entropy (Basel, Switzerland) · 2024Article
- Technical and clinical considerations for electroencephalography-based biomarkers for major depressive disorder.Npj mental health research · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
There is a growing interest in using electroencephalography (EEG) and source modeling to investigate functional interactions among cortical processes, particularly when dealing with pediatric populations. This paper introduces two pipelines that have been recently used to conduct EEG FC analysis in the cortical source space. The analytic streams of these pipelines can be summarized into the following steps: 1) cortical source reconstruction of high-density EEG data using realistic magnetic resonance imaging (MRI) models created with age-appropriate MRI templates; 2) segmentation of reconstructed source activities into brain regions of interest; and 3) estimation of FC in age-related frequency bands using robust EEG FC measures, such as weighted phase lag index and orthogonalized power envelope correlation. In this paper we demonstrate the two pipelines with resting-state EEG data collected from children at 12 and 36 months of age. We also discuss the advantages and limitations of the methods/techniques integrated into the pipelines. Given there is a need in the research community for open-access analytic toolkits that can be used for pediatric EEG data, programs and codes used for the current analysis are made available to the public.
Indexed as
Identifiers
What OpenQuestion holds
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.