ArticleNeuroImage2016
Detection of functional brain network reconfiguration during task-driven cognitive states.
Article in NeuroImage, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
84 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Meta-analytic evidence for a core problem solving network across multiple representational domains.Neuroscience and biobehavioral reviews · 2018Pooled it
- Functional connectivity dynamics of monoaminergic circuits related to fatigue in multiple sclerosis.Journal of neurology · 2026Article
- ABCA7 rs115550680 risk allele carriers have lower medial temporal lobe dynamic network flexibility than APOE-ε4 allele carriers among older African Americans.Neurobiology of aging · 2026Article
- Elevation in network dynamics amplifies amyloid-dependent tau pathology.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Intrinsic brain network dynamics modulated by neural stimulation to cerebellum.Network neuroscience (Cambridge, Mass.) · 2026Article
- Learning evoked centrality dynamics in the schizophrenia brain: entropy, heterogeneity, and inflexibility of brain networks.Journal of psychiatry & neuroscience : JPN · 2025Article
- Methylphenidate stabilizes dynamic brain network organization during tasks probing attention and reward processing in stimulant-naïve children with ADHD.Translational psychiatry · 2025Article
- Neural dynamics during the generation and evaluation of creative and non-creative ideas.Communications biology · 2025Article
- Identification and External Validation of a Problem Cannabis Risk Network.Biological psychiatry · 2025Article
- Flexible Reconfigurations of Brain Networks During Decisions With Predefined Versus Self-Generated Options.Human brain mapping · 2025Article
- Altered dynamic reconfiguration of brain functional networks during gaming and deprivation in individuals with internet gaming disorder.Journal of behavioral addictions · 2025Article
- Multiple subcortical and subcortico-cortico dynamic network reconfigurations characterize focal-to-bilateral tonic-clonic seizures.Scientific reports · 2025Article
- Dynamic reconfiguration of brain functional networks in world class gymnasts: a resting-state functional MRI study.Brain communications · 2025Article
- Revealing brain network dynamics during the emotional state of suspense using TDA.Network neuroscience (Cambridge, Mass.) · 2025Article
- Cortisol awakening response prompts dynamic reconfiguration of brain networks in emotional and executive functioning.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Higher-order connectomics of human brain function reveals local topological signatures of task decoding, individual identification, and behavior.Nature communications · 2024Article
- Elevated plasma p-tau231 is associated with reduced generalization and medial temporal lobe dynamic network flexibility among healthy older African Americans.Alzheimer's research & therapy · 2024Article
- The dynamic reconfiguration of the functional network during episodic memory task predicts the memory performance.Scientific reports · 2024Article
- Reorganization of Dynamic Network in Stroke Patients and Its Potential for Predicting Motor Recovery.Neural plasticity · 2024Article
- Cross-module switching diversity of brain network nodes in resting and cognitive states.Cognitive neurodynamics · 2023Article
24 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Network science offers computational tools to elucidate the complex patterns of interactions evident in neuroimaging data. Recently, these tools have been used to detect dynamic changes in network connectivity that may occur at short time scales. The dynamics of fMRI connectivity, and how they differ across time scales, are far from understood. A simple way to interrogate dynamics at different time scales is to alter the size of the time window used to extract sequential (or rolling) measures of functional connectivity. Here, in n=82 participants performing three distinct cognitive visual tasks in recognition memory and strategic attention, we subdivided regional BOLD time series into variable sized time windows and determined the impact of time window size on observed dynamics. Specifically, we applied a multilayer community detection algorithm to identify temporal communities and we calculated network flexibility to quantify changes in these communities over time. Within our frequency band of interest, large and small windows were associated with a narrow range of network flexibility values across the brain, while medium time windows were associated with a broad range of network flexibility values. Using medium time windows of size 75-100s, we uncovered brain regions with low flexibility (considered core regions, and observed in visual and attention areas) and brain regions with high flexibility (considered periphery regions, and observed in subcortical and temporal lobe regions) via comparison to appropriate dynamic network null models. Generally, this work demonstrates the impact of time window length on observed network dynamics during task performance, offering pragmatic considerations in the choice of time window in dynamic network analysis. More broadly, this work reveals organizational principles of brain functional connectivity that are not accessible with static network approaches.
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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.