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Comparing Task-Relevant Information Across Different Methods of Extracting Functional Connectivity

https://doi.org/10.1101/509059
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What this work says

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 connectivity change as shared signal dynamics
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Janus-Faced PIDD: A Sensor for DNA Damage-Induced Cell Death or Survival?
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An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest
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Encoding and decoding in fMRI
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Network modelling methods for FMRI
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Role of local network oscillations in resting-state functional connectivity
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Within-subject template estimation for unbiased longitudinal image analysis
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Learning and comparing functional connectomes across subjects
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Dynamic functional connectivity: Promise, issues, and interpretations
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A DCM for resting state fMRI
inferredcites →https://doi.org/10.1016/j.neuroimage.2014.03.066openalex-snapshot
Rich club organization supports a diverse set of functional network configurations
inferredcites →https://doi.org/10.1016/j.neuroimage.2014.11.001openalex-snapshot
Functional connectivity dynamics: Modeling the switching behavior of the resting state
inferredcites →https://doi.org/10.1016/j.neuroimage.2016.04.054openalex-snapshot
Overlapping communities reveal rich structure in large-scale brain networks during rest and task conditions
inferredcites →https://doi.org/10.1016/j.neuroimage.2016.05.078openalex-snapshot
Detection of functional brain network reconfiguration during task-driven cognitive states
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Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines
inferredcites →https://doi.org/10.1016/j.neuroimage.2016.10.044openalex-snapshot
Cortical rich club regions can organize state-dependent functional network formation by engaging in oscillatory behavior
inferredcites →https://doi.org/10.1016/j.neuroimage.2016.10.045openalex-snapshot
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
inferredcites →https://doi.org/10.1016/j.neuroimage.2016.12.061openalex-snapshot
The dynamic functional connectome: State-of-the-art and perspectives
inferredcites →https://doi.org/10.1016/j.neuroimage.2017.03.045openalex-snapshot
Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms
inferredcites →https://doi.org/10.1016/j.neuroimage.2017.05.050openalex-snapshot
Whole-brain connectivity dynamics reflect both task-specific and individual-specific modulation: A multitask study
inferredcites →https://doi.org/10.1016/j.neuroimage.2017.06.072openalex-snapshot
Joint prediction of multiple scores captures better individual traits from brain images
inferredcites →https://doi.org/10.1016/j.neuroimage.2017.08.006openalex-snapshot
Task-based dynamic functional connectivity: Recent findings and open questions
inferredcites →https://doi.org/10.1016/j.neuroimage.2017.10.019openalex-snapshot
A functional connectivity-based neuromarker of sustained attention generalizes to predict recall in a reading task
inferredcites →https://doi.org/10.1016/j.neuroimage.2018.06.020openalex-snapshot
On the relationship between instantaneous phase synchrony and correlation-based sliding windows for time-resolved fMRI connectivity analysis
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Resting brains never rest: computational insights into potential cognitive architectures
inferredcites →https://doi.org/10.1016/s0079-6123(05)50004-9openalex-snapshot
Global workspace theory of consciousness: toward a cognitive neuroscience of human experience
inferredcites →https://doi.org/10.1023/a:1012487302797openalex-snapshot
Gene Selection for Cancer Classification using Support Vector Machines
inferredcites →https://doi.org/10.1037/h0043688openalex-snapshot
Age differences in short-term retention of rapidly changing information.
inferredcites →https://doi.org/10.1038/nrn2575openalex-snapshot
Complex brain networks: graph theoretical analysis of structural and functional systems
inferredcites →https://doi.org/10.1038/nrn2618openalex-snapshot
Erratum: Complex brain networks: graph theoretical analysis of structural and functional systems
inferredcites →https://doi.org/10.1038/nrn2961openalex-snapshot
Emerging concepts for the dynamical organization of resting-state activity in the brain
inferredcites →https://doi.org/10.1038/nrn3963openalex-snapshot
Rethinking segregation and integration: contributions of whole-brain modelling
inferredcites →https://doi.org/10.1038/s41598-017-05425-7openalex-snapshot
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest
inferredcites →https://doi.org/10.1073/pnas.0811168106openalex-snapshot
Predicting human resting-state functional connectivity from structural connectivity
inferredcites →https://doi.org/10.1073/pnas.0901831106openalex-snapshot
Key role of coupling, delay, and noise in resting brain fluctuations
inferredcites →https://doi.org/10.1073/pnas.1501242112openalex-snapshot
Tracking ongoing cognition in individuals using brief, whole-brain functional connectivity patterns
inferredcites →https://doi.org/10.1073/pnas.1705120114openalex-snapshot
Brain network dynamics are hierarchically organized in time
inferredcites →https://doi.org/10.1089/brain.2011.0068openalex-snapshot
Functional Magnetic Resonance Imaging Phase Synchronization as a Measure of Dynamic Functional Connectivity
inferredcites →https://doi.org/10.1093/biostatistics/kxm045openalex-snapshot
Sparse inverse covariance estimation with the graphical lasso
inferredcites →https://doi.org/10.1093/brain/awu133openalex-snapshot
On the nature of seizure dynamics
inferredcites →https://doi.org/10.1101/201624openalex-snapshot
Extracting orthogonal subject- and behavior-specific signatures from fMRI data using whole-brain effective connectivity
inferredcites →https://doi.org/10.1101/531830openalex-snapshot
MOU-EC: model-based whole-brain effective connectivity to extract biomarkers for brain dynamics from fMRI data and study distributed cognition
inferredcites →https://doi.org/10.1111/ecog.02881openalex-snapshot
Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
inferredcites →https://doi.org/10.1117/1.2819119openalex-snapshot
Book Review: Pattern Recognition and Machine Learning
inferredcites →https://doi.org/10.1126/science.171.3972.701openalex-snapshot
Mental Rotation of Three-Dimensional Objects
inferredcites →https://doi.org/10.1136/jnnp.48.6.517openalex-snapshot
The effect of Parkinson's disease on the ability to maintain a mental set.
inferredcites →https://doi.org/10.1162/jocn_a_01026openalex-snapshot
Stability of Network Communities as a Function of Task Complexity
inferredcites →https://doi.org/10.1371/journal.pcbi.1000196openalex-snapshot
Noise during Rest Enables the Exploration of the Brain's Dynamic Repertoire
inferredcites →https://doi.org/10.1371/journal.pcbi.1004292openalex-snapshot
Transcriptional Bursting in Gene Expression: Analytical Results for General Stochastic Models
inferredcites →https://doi.org/10.1371/journal.pcbi.1004445openalex-snapshot
Task-Driven Activity Reduces the Cortical Activity Space of the Brain: Experiment and Whole-Brain Modeling
inferredcites →https://doi.org/10.1371/journal.pcbi.1004762openalex-snapshot
Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome
inferredcites →https://doi.org/10.1523/jneurosci.0333-10.2010openalex-snapshot
Functional Connectivity and Brain Networks in Schizophrenia
inferredcites →https://doi.org/10.1523/jneurosci.1091-13.2013openalex-snapshot
Resting-State Functional Connectivity Emerges from Structurally and Dynamically Shaped Slow Linear Fluctuations
inferredcites →https://doi.org/10.1523/jneurosci.2523-11.2012openalex-snapshot
Ongoing Cortical Activity at Rest: Criticality, Multistability, and Ghost Attractors
inferredcites →https://doi.org/10.31887/dcns.2013.15.3/ospornsopenalex-snapshot
Structure and function of complex brain networks
inferredcites →https://doi.org/10.3389/fncom.2012.00026openalex-snapshot
Learned Non-Rigid Object Motion is a View-Invariant Cue to Recognizing Novel Objects
inferredcites →https://doi.org/10.3389/fncom.2012.00068openalex-snapshot
How anatomy shapes dynamics: a semi-analytical study of the brain at rest by a simple spin model
inferredcites →https://doi.org/10.3389/fnins.2018.00525openalex-snapshot
Classification and Prediction of Brain Disorders Using Functional Connectivity: Promising but Challenging
inferredcites →https://doi.org/10.3758/bf03203267openalex-snapshot
Effects of noise letters upon the identification of a target letter in a nonsearch task
inferredcites →https://doi.org/10.48550/arxiv.1008.5071openalex-snapshot
Brain covariance selection: better individual functional connectivity models using population prior
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python
inferredcites →https://doi.org/10.48550/arxiv.1407.0202openalex-snapshot
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives

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inferred← citeshttps://doi.org/10.1093/biostatistics/kxaf002openalex-snapshot
Connectivity Regression
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