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The Chronnectome: Time-Varying Connectivity Networks as the Next Frontier in fMRI Data Discovery

Neuron (Cambridge, Mass.), 2014-10, Vol.84 (2), p.262-274

2014

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Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

NeuroImage (Orlando, Fla.), 2017-01, Vol.145 (Pt B), p.137-165

2017

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Classification and Prediction of Brain Disorders Using Functional Connectivity: Promising but Challenging

Frontiers in neuroscience, 2018-08, Vol.12, p.525-525

2018

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Machine learning in major depression: From classification to treatment outcome prediction

CNS neuroscience & therapeutics, 2018-11, Vol.24 (11), p.1037-1052

2018

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Dynamic connectivity states estimated from resting fMRI Identify differences among Schizophrenia, bipolar disorder, and healthy control subjects

Frontiers in human neuroscience, 2014-11, Vol.8, p.897-897

2014

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A study of the influence of sex on genome wide methylation

PloS one, 2010-04, Vol.5 (4), p.e10028-e10028

2010

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Tracking whole-brain connectivity dynamics in the resting state

Cerebral cortex (New York, N.Y. 1991), 2014-03, Vol.24 (3), p.663-676

2014

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Resting state connectivity differences in eyes open versus eyes closed conditions

Human brain mapping, 2019-06, Vol.40 (8), p.2488-2498

2019

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A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data

NeuroImage (Orlando, Fla.), 2009-03, Vol.45 (1), p.S163-S172

2009

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Ten Key Observations on the Analysis of Resting-state Functional MR Imaging Data Using Independent Component Analysis

Neuroimaging clinics of North America, 2017-11, Vol.27 (4), p.561-579

2017

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Classification of schizophrenia and bipolar patients using static and dynamic resting-state fMRI brain connectivity

NeuroImage (Orlando, Fla.), 2016-07, Vol.134, p.645-657

2016

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Abnormal dynamic functional connectivity is linked to recovery after acute ischemic stroke

Human brain mapping, 2021-05, Vol.42 (7), p.2278-2291

2021

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Multisubject Independent Component Analysis of fMRI: A Decade of Intrinsic Networks, Default Mode, and Neurodiagnostic Discovery

IEEE reviews in biomedical engineering, 2012, Vol.5, p.60-73

2012

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A review of multivariate methods for multimodal fusion of brain imaging data

Journal of neuroscience methods, 2012-02, Vol.204 (1), p.68-81

2012

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Dynamic functional connectivity: Promise, issues, and interpretations

NeuroImage (Orlando, Fla.), 2013-10, Vol.80, p.360-378

2013

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Higher Dimensional Meta-State Analysis Reveals Reduced Resting fMRI Connectivity Dynamism in Schizophrenia Patients

PloS one, 2016-03, Vol.11 (3), p.e0149849-e0149849

2016

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Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships

NeuroImage (Orlando, Fla.), 2020-02, Vol.207, p.116370-116370, Article 116370

2020

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Replicability of time-varying connectivity patterns in large resting state fMRI samples

NeuroImage (Orlando, Fla.), 2017-12, Vol.163, p.160-176

2017

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Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks

Human brain mapping, 2008-07, Vol.29 (7), p.828-838

2008

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Dynamic functional connectivity of neurocognitive networks in children

Human brain mapping, 2017-01, Vol.38 (1), p.97-108

2017

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Functional brain networks in schizophrenia: a review

Frontiers in human neuroscience, 2009, Vol.3, p.17-17

2009

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Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach

Schizophrenia research, 2016-01, Vol.170 (1), p.55-65

2016

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Brain connectivity networks in schizophrenia underlying resting state functional magnetic resonance imaging

Current topics in medicinal chemistry, 2012-11, Vol.12 (21), p.2415-2425

2012

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Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores

Cerebral cortex (New York, N.Y. 1991), 2020-03, Vol.30 (3), p.888-900

2020

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Connectivity dynamics from wakefulness to sleep

NeuroImage (Orlando, Fla.), 2020-10, Vol.220, p.117047-117047, Article 117047

2020

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The Chronnectome: Time-Varying Connectivity Networks as the Next Frontier in fMRI Data Discovery

Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

Classification and Prediction of Brain Disorders Using Functional Connectivity: Promising but Challenging

Machine learning in major depression: From classification to treatment outcome prediction

Dynamic connectivity states estimated from resting fMRI Identify differences among Schizophrenia, bipolar disorder, and healthy control subjects

A study of the influence of sex on genome wide methylation

Tracking whole-brain connectivity dynamics in the resting state

Resting state connectivity differences in eyes open versus eyes closed conditions

A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data

Ten Key Observations on the Analysis of Resting-state Functional MR Imaging Data Using Independent Component Analysis

Classification of schizophrenia and bipolar patients using static and dynamic resting-state fMRI brain connectivity

Abnormal dynamic functional connectivity is linked to recovery after acute ischemic stroke

Multisubject Independent Component Analysis of fMRI: A Decade of Intrinsic Networks, Default Mode, and Neurodiagnostic Discovery

A review of multivariate methods for multimodal fusion of brain imaging data

Dynamic functional connectivity: Promise, issues, and interpretations

Higher Dimensional Meta-State Analysis Reveals Reduced Resting fMRI Connectivity Dynamism in Schizophrenia Patients

Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships

Replicability of time-varying connectivity patterns in large resting state fMRI samples

Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks

Dynamic functional connectivity of neurocognitive networks in children

Functional brain networks in schizophrenia: a review

Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach

Brain connectivity networks in schizophrenia underlying resting state functional magnetic resonance imaging

Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores

Connectivity dynamics from wakefulness to sleep

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