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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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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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Questions and controversies in the study of time-varying functional connectivity in resting fMRI

Network neuroscience (Cambridge, Mass.), 2020-01, Vol.4 (1), p.30-69

2020

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Whole brain polarity regime dynamics are significantly disrupted in schizophrenia and correlate strongly with network connectivity measures

PloS one, 2019-12, Vol.14 (12), p.e0224744-e0224744

2019

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Time-varying spectral power of resting-state fMRI networks reveal cross-frequency dependence in dynamic connectivity

PloS one, 2017-02, Vol.12 (2), p.e0171647-e0171647

2017

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Explainable fuzzy clustering framework reveals divergent default mode network connectivity dynamics in schizophrenia

Frontiers in psychiatry, 2024, Vol.15, p.1165424-1165424

2024

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Alzheimer's Disease Projection From Normal to Mild Dementia Reflected in Functional Network Connectivity: A Longitudinal Study

Frontiers in neural circuits, 2021-01, Vol.14, p.593263-593263

2021

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A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data

Frontiers in neuroinformatics, 2022-05, Vol.16, p.872035-872035

2022

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Multiframe Evolving Dynamic Functional Connectivity (EVOdFNC) : A Method for Constructing and Investigating Functional Brain Motifs

Frontiers in neuroscience, 2022-04, Vol.16, p.770468-770468

2022

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Aberrant Dynamic Functional Connectivity of Default Mode Network in Schizophrenia and Links to Symptom Severity

Frontiers in neural circuits, 2021-03, Vol.15, p.649417-649417

2021

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Towards greater neuroimaging classification transparency via the integration of explainability methods and confidence estimation approaches

Informatics in medicine unlocked, 2023, Vol.37, p.101176, Article 101176

2023

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Two-step clustering-based pipeline for big dynamic functional network connectivity data

Frontiers in neuroscience, 2022-07, Vol.16, p.895637-895637

2022

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Novel methods for elucidating modality importance in multimodal electrophysiology classifiers

Frontiers in neuroinformatics, 2023-03, Vol.17, p.1123376-1123376

2023

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Resting-State fMRI Dynamics and Null Models: Perspectives, Sampling Variability, and Simulations

Frontiers in neuroscience, 2018-09, Vol.12, p.551-551

2018

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The link between static and dynamic brain functional network connectivity and genetic risk of Alzheimer's disease

NeuroImage clinical, 2023-01, Vol.37, p.103363-103363, Article 103363

2023

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A joint time-frequency analysis of resting-state functional connectivity reveals novel patterns of connectivity shared between or unique to schizophrenia patients and healthy controls

NeuroImage clinical, 2017-01, Vol.15, p.761-768

2017

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Dynamic coherence analysis of resting fMRI data to jointly capture state-based phase, frequency, and time-domain information

NeuroImage (Orlando, Fla.), 2015-10, Vol.120, p.133-142

2015

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Altered resting-state functional connectivity in hiPSCs-derived neuronal networks from schizophrenia patients

Frontiers in cell and developmental biology, 2022-09, Vol.10, p.935360-935360

2022

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Assessing dynamic brain graphs of time-varying connectivity in fMRI data: application to healthy controls and patients with schizophrenia

NeuroImage (Orlando, Fla.), 2015-02, Vol.107, p.345-355

2015

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Mutually temporally independent connectivity patterns: a new framework to study the dynamics of brain connectivity at rest with application to explain group difference based on gender

NeuroImage (Orlando, Fla.), 2015-02, Vol.107, p.85-94

2015

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Interpretable LSTM model reveals transiently-realized patterns of dynamic brain connectivity that predict patient deterioration or recovery from very mild cognitive impairment

Computers in biology and medicine, 2023-07, Vol.161, p.107005-107005, Article 107005

2023

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Aberrant functional network connectivity in psychopathy from a large (N = 985) forensic sample

Human brain mapping, 2018-06, Vol.39 (6), p.2624-2634

2018

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Multidimensional frequency domain analysis of full-volume fMRI reveals significant effects of age, gender, and mental illness on the spatiotemporal organization of resting-state brain activity

Frontiers in neuroscience, 2015-06, Vol.9, p.203-203

2015

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Distribution of Connectivity Strengths Across Functional Regions has Higher Entropy in Schizophrenia Patients than in Controls

2024 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), 2024, p.37-40

2024

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IEEE_Xplore

Disrupted Dynamic Functional Network Connectivity Among Cognitive Control Networks in the Progression of Alzheimer's Disease

Brain connectivity, 2023-08, Vol.13 (6), p.334

2023

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

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

Questions and controversies in the study of time-varying functional connectivity in resting fMRI

Whole brain polarity regime dynamics are significantly disrupted in schizophrenia and correlate strongly with network connectivity measures

Time-varying spectral power of resting-state fMRI networks reveal cross-frequency dependence in dynamic connectivity

Explainable fuzzy clustering framework reveals divergent default mode network connectivity dynamics in schizophrenia

Alzheimer's Disease Projection From Normal to Mild Dementia Reflected in Functional Network Connectivity: A Longitudinal Study

A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data

Multiframe Evolving Dynamic Functional Connectivity (EVOdFNC) : A Method for Constructing and Investigating Functional Brain Motifs

Aberrant Dynamic Functional Connectivity of Default Mode Network in Schizophrenia and Links to Symptom Severity

Towards greater neuroimaging classification transparency via the integration of explainability methods and confidence estimation approaches

Two-step clustering-based pipeline for big dynamic functional network connectivity data

Novel methods for elucidating modality importance in multimodal electrophysiology classifiers

Resting-State fMRI Dynamics and Null Models: Perspectives, Sampling Variability, and Simulations

The link between static and dynamic brain functional network connectivity and genetic risk of Alzheimer's disease

A joint time-frequency analysis of resting-state functional connectivity reveals novel patterns of connectivity shared between or unique to schizophrenia patients and healthy controls

Dynamic coherence analysis of resting fMRI data to jointly capture state-based phase, frequency, and time-domain information

Altered resting-state functional connectivity in hiPSCs-derived neuronal networks from schizophrenia patients

Assessing dynamic brain graphs of time-varying connectivity in fMRI data: application to healthy controls and patients with schizophrenia

Mutually temporally independent connectivity patterns: a new framework to study the dynamics of brain connectivity at rest with application to explain group difference based on gender

Interpretable LSTM model reveals transiently-realized patterns of dynamic brain connectivity that predict patient deterioration or recovery from very mild cognitive impairment

Aberrant functional network connectivity in psychopathy from a large (N = 985) forensic sample

Multidimensional frequency domain analysis of full-volume fMRI reveals significant effects of age, gender, and mental illness on the spatiotemporal organization of resting-state brain activity

Distribution of Connectivity Strengths Across Functional Regions has Higher Entropy in Schizophrenia Patients than in Controls

Disrupted Dynamic Functional Network Connectivity Among Cognitive Control Networks in the Progression of Alzheimer's Disease

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