Multifractal and Entropy-Based Analysis of Delta Band Neural Activity Reveals Altered Functional Connectivity Dynamics in Schizophrenia

Space: A Missing Piece of the Dynamic Puzzle

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Human brain networks: a graph theoretical analysis of cortical connectivity normative database from EEG data in healthy elderly subjects

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EEG Frequency Bands in Psychiatric Disorders: A Review of Resting State Studies

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Identifying nonlinear dynamics of brain functional networks of patients with schizophrenia by sample entropy

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Deep Convolutional Neural Network Model for Automated Diagnosis of Schizophrenia Using EEG Signals

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Multifractal and entropy analysis of resting-state electroencephalography reveals spatial organization in local dynamic functional connectivity

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Impact of Healthy Aging on Multifractal Hemodynamic Fluctuations in the Human Prefrontal Cortex

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Multifractal Dynamic Functional Connectivity in the Resting-State Brain

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Dynamic functional connectivity impairments in early schizophrenia and clinical high-risk for psychosis

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Decomposing Multifractal Crossovers

(2017) Zoltan Nagy et al.   Frontiers in Physiology

Graph-based analysis of brain connectivity in schizophrenia

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Sample entropy reveals an age-related reduction in the complexity of dynamic brain

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Corrigendum to “Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?” [NeuroImage 127 (2016) 242–256]

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Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia

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

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Aberrant Functional Whole-Brain Network Architecture in Patients With Schizophrenia: A Meta-analysis

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

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Disrupted Nodal and Hub Organization Account for Brain Network Abnormalities in Parkinson’s Disease

(2016) Yuko Koshimori et al.   Frontiers in Aging Neuroscience

Multifractal Background Noise of Monofractal Signals

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Functional Brain Networks: Does the Choice of Dependency Estimator and Binarization Method Matter?

(2016) Mahdi Jalili   Scientific Reports

Hypothalamic feedforward inhibition of thalamocortical network controls arousal and consciousness

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A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders

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

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EEG Power Spectra Differentiate Positive and Negative Subgroups in Neuroleptic-Naive Schizophrenia Patients

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Dynamic changes of spatial functional network connectivity in healthy individuals and schizophrenia patients using independent vector analysis

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

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Brain Networks in Schizophrenia

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(2014) Biyu J. He   TRENDS IN COGNITIVE SCIENCES

Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia

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Resting-State Functional Connectivity Emerges from Structurally and Dynamically Shaped Slow Linear Fluctuations

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(2013) Mohammad R. Arbabshirani et al.   Frontiers in Neuroscience

Tracking Whole-Brain Connectivity Dynamics in the Resting State

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A Signal-Processing-Based Approach to Time-Varying Graph Analysis for Dynamic Brain Network Identification

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Dynamic BOLD functional connectivity in humans and its electrophysiological correlates

(2012) Enzo Tagliazucchi et al.   Frontiers in Human Neuroscience

Resting-state networks show dynamic functional connectivity in awake humans and anesthetized macaques

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Being Critical of Criticality in the Brain

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Automatic Classification of Artifactual ICA-Components for Artifact Removal in EEG Signals

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High vs Low Frequency Neural Oscillations in Schizophrenia

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Brain Connectivity Is Not Only Lower but Different in Schizophrenia: A Combined Anatomical and Functional Approach

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(2010) Thomas R. Insel   NATURE

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(2010) Dante R. Chialvo   Nature Physics

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Comparing Brain Networks of Different Size and Connectivity Density Using Graph Theory

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EEG microstate sequences in healthy humans at rest reveal scale-free dynamics

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A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

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Impaired small-world efficiency in structural cortical networks in multiple sclerosis associated with white matter lesion load

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Functional brain networks in schizophrenia: a review

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Time–frequency dynamics of resting-state brain connectivity measured with fMRI

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Complex network measures of brain connectivity: Uses and interpretations

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Review of methods for functional brain connectivity detection using fMRI

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LORETA Functional Imaging in Antipsychotic-Naive and Olanzapine-, Clozapine- and Risperidone-Treated Patients with Schizophrenia

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Symbolic Transfer Entropy

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(2008) T. T. Dang-Vu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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