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Extracting orthogonal subject- and behavior-specific signatures from fMRI data using whole-brain effective connectivity

https://doi.org/10.1101/201624

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Reliability correction for functional connectivity: Theory and implementation

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Task‐related effective connectivity reveals that the cortical rich club gates cortex‐wide communication

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Functional connectivity in the motor cortex of resting human brain using echo‐planar mri

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Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

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DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging

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Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

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How and when the fMRI BOLD signal relates to underlying neural activity: The danger in dissociation

inferredcites →https://doi.org/10.1016/j.conb.2004.08.006openalex-snapshot

Biophysical models of fMRI responses

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Computational approaches to psychiatry

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Recognition of personally familiar faces and functional connectivity in Alzheimer's disease

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Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping

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Randomized parcellation based inference

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A DCM for resting state fMRI

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Interoperable atlases of the human brain

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Test-retest reliability of dynamic causal modeling for fMRI

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Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines

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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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Can brain state be manipulated to emphasize individual differences in functional connectivity?

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

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Resting-state fMRI correlations: From link-wise unreliability to whole brain stability

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Individual differences in functional connectivity during naturalistic viewing conditions

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Joint prediction of multiple scores captures better individual traits from brain images

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Task-based dynamic functional connectivity: Recent findings and open questions

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Oscillatory Synchronization in Large-Scale Cortical Networks Predicts Perception

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Natural Scenes Viewing Alters the Dynamics of Functional Connectivity in the Human Brain

inferredcites →https://doi.org/10.1016/j.neuron.2013.09.038openalex-snapshot

Intrinsic Coupling Modes: Multiscale Interactions in Ongoing Brain Activity

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Great Expectations: Using Whole-Brain Computational Connectomics for Understanding Neuropsychiatric Disorders

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Clinical Concepts Emerging from fMRI Functional Connectomics

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Precision Functional Mapping of Individual Human Brains

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Decreased interhemispheric coordination in schizophrenia: A resting state fMRI study

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A mechanism for cognitive dynamics: neuronal communication through neuronal coherence

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The mini international neuropsychiatric interview

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Dynamic causal modelling

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Gene Selection for Cancer Classification using Support Vector Machines

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Neuroscience: Tuning the brain

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Resting-state connectivity biomarkers define neurophysiological subtypes of depression

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Interspecies activity correlations reveal functional correspondence between monkey and human brain areas

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Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

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Building better biomarkers: brain models in translational neuroimaging

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Delayed stabilization and individualization in connectome development are related to psychiatric disorders

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/sdata.2014.49openalex-snapshot

An open science resource for establishing reliability and reproducibility in functional connectomics

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.98.2.676openalex-snapshot

A default mode of brain function

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Functional and Effective Connectivity: A Review

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The Resting Brain: Unconstrained yet Reliable

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Resting-state functional connectivity in neuropsychiatric disorders

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On the mean accuracy of statistical pattern recognizers

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Computational neuroscience approach to biomarkers and treatments for mental disorders

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Generative Embedding for Model-Based Classification of fMRI Data

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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/10.1371/journal.pone.0111048openalex-snapshot

Connectotyping: Model Based Fingerprinting of the Functional Connectome

inferredcites →https://doi.org/10.1371/journal.pone.0144963openalex-snapshot

Individual Variability and Test-Retest Reliability Revealed by Ten Repeated Resting-State Brain Scans over One Month

inferredcites →https://doi.org/10.1523/jneurosci.2111-11.2011openalex-snapshot

Scale-Free Properties of the Functional Magnetic Resonance Imaging Signal during Rest and Task

inferredcites →https://doi.org/10.3389/fpsyg.2012.00206openalex-snapshot

Task-Dependent Modulation of Effective Connectivity within the Default Mode Network

inferredcites →https://doi.org/10.7554/elife.10781openalex-snapshot

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/10.1007/s00422-017-0741-yopenalex-snapshot

Analysis of fMRI data using noise-diffusion network models: a new covariance-coding perspective

inferred← citeshttps://doi.org/10.1101/509059openalex-snapshot

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

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