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MOU-EC: model-based whole-brain effective connectivity to extract biomarkers for brain dynamics from fMRI data and study distributed cognition

https://doi.org/10.1101/531830
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Task‐related effective connectivity reveals that the cortical rich club gates cortex‐wide communication
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Functional neuroimaging findings in healthy middle-aged adults at risk of Alzheimer’s disease
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Predictive models avoid excessive reductionism in cognitive neuroimaging
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A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data
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Cytoarchitectural differences are a key determinant of laminar projection origins in the visual cortex
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Encoding and decoding in fMRI
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Functional connectivity in resting-state fMRI: Is linear correlation sufficient?
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Network modelling methods for FMRI
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Multivariate dynamical systems models for estimating causal interactions in fMRI
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Effective connectivity: Influence, causality and biophysical modeling
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Role of local network oscillations in resting-state functional connectivity
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Brain functional connectivity in stimulant drug dependence and obsessive–compulsive disorder
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The motor system and its disorders
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A brief history of the resting state: The Washington University perspective
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Resting state fMRI: A personal history
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Structural connectivity allows for multi-threading during rest: The structure of the cortex leads to efficient alternation between resting state exploratory behavior and default mode processing
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Stochastic dynamic causal modelling of fMRI data: Should we care about neural noise?
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Granger causality analysis of fMRI BOLD signals is invariant to hemodynamic convolution but not downsampling
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Networks of task co-activations
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Interplay between functional connectivity and scale-free dynamics in intrinsic fMRI networks
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Threat-related learning relies on distinct dorsal prefrontal cortex network connectivity
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Mathematical framework for large-scale brain network modeling in The Virtual Brain
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Reliability of dissimilarity measures for multi-voxel pattern analysis
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How do parcellation size and short-range connectivity affect dynamics in large-scale brain network models?
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Prediction of Individual Differences from Neuroimaging Data
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The dynamic functional connectome: State-of-the-art and perspectives
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Modeling and interpreting mesoscale network dynamics
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Joint prediction of multiple scores captures better individual traits from brain images
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Discovering dynamic brain networks from big data in rest and task
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Task-based dynamic functional connectivity: Recent findings and open questions
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The behavioral and cognitive relevance of time-varying, dynamic changes in functional connectivity
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Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions
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Dynamic effective connectivity in resting state fMRI
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An evaluation of the efficacy, reliability, and sensitivity of motion correction strategies for resting-state functional MRI
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Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity
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Brain network segregation and integration during an epoch-related working memory fMRI experiment
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A generative model of whole-brain effective connectivity
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Distinct modes of functional connectivity induced by movie-watching
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A Cortical Core for Dynamic Integration of Functional Networks in the Resting Human Brain
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Natural Scenes Viewing Alters the Dynamics of Functional Connectivity in the Human Brain
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Clinical Concepts Emerging from fMRI Functional Connectomics
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Ultra-Slow Single-Vessel BOLD and CBV-Based fMRI Spatiotemporal Dynamics and Their Correlation with Neuronal Intracellular Calcium Signals
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Spontaneous Infra-slow Brain Activity Has Unique Spatiotemporal Dynamics and Laminar Structure
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Accurate autocorrelation modeling substantially improves fMRI reliability
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Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest
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The quest for identifiability in human functional connectomes
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Network structure of cerebral cortex shapes functional connectivity on multiple time scales
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Development of distinct control networks through segregation and integration
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Tracking ongoing cognition in individuals using brief, whole-brain functional connectivity patterns
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The modular and integrative functional architecture of the human brain
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Neural Changes with Tactile Learning Reflect Decision-Level Reweighting of Perceptual Readout
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Network-Level Connectivity Dynamics of Movie Watching in 6-Year-Old Children
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Advice Taking from Humans and Machines: An fMRI and Effective Connectivity Study
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Machine learning for neuroimaging with scikit-learn
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Task-Dependent Modulation of Effective Connectivity within the Default Mode Network
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Propagated infra-slow intrinsic brain activity reorganizes across wake and slow wave sleep

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1101/509059openalex-snapshot
Comparing Task-Relevant Information Across Different Methods of Extracting Functional Connectivity
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Variability and Reproducibility of Directed and Undirected Functional MRI Connectomes in the Human Brain
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