Topological Filtering of Dynamic Functional Brain Networks Unfolds Informative Chronnectomics: A Novel Data-Driven Thresholding Scheme Based on Orthogonal Minimal Spanning Trees (OMSTs)

Greater Repertoire and Temporal Variability of Cross-Frequency Coupling (CFC) Modes in Resting-State Neuromagnetic Recordings among Children with Reading Difficulties

(2016) Stavros I. Dimitriadis et al.   Frontiers in Human Neuroscience

Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states

(2016) Vince D. Calhoun et al.   IEEE SIGNAL PROCESSING MAGAZINE

Revealing Cross-Frequency Causal Interactions During a Mental Arithmetic Task Through Symbolic Transfer Entropy: A Novel Vector-Quantization Approach

(2016) Stavros Dimitriadis et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Altered cross-frequency coupling in resting-state MEG after mild traumatic brain injury

(2016) Marios Antonakakis et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Time-varying effective connectivity of the cortical neuroelectric activity associated with behavioural microsleeps

(2016) Jlenia Toppi et al.   NEUROIMAGE

Generative models of the human connectome

(2016) Richard F. Betzel et al.   NEUROIMAGE

The contribution of geometry to the human connectome

(2016) James A. Roberts et al.   NEUROIMAGE

Can sliding-window correlations reveal dynamic functional connectivity in resting-state fMRI?

(2016) R. Hindriks et al.   NEUROIMAGE

The Evolutionary Origins of Hierarchy

(2016) Henok Mengistu et al.   PLoS Computational Biology

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

(2016) Mahdi Jalili   Scientific Reports

Time-Varying Network Measures in Resting and Task States Using Graph Theoretical Analysis

(2015) Chia-Yen Yang et al.   BRAIN TOPOGRAPHY

Modular Patterns of Phase Desynchronization Networks During a Simple Visuomotor Task

(2015) D. S. Mylonas et al.   BRAIN TOPOGRAPHY

Transition dynamics of EEG-based network microstates during mental arithmetic and resting wakefulness reflects task-related modulations and developmental changes

(2015) S. I. Dimitriadis et al.   Cognitive Neurodynamics

Untangling cross-frequency coupling in neuroscience

(2015) Juhan Aru et al.   CURRENT OPINION IN NEUROBIOLOGY

Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

(2015) Emily S Finn et al.   NATURE NEUROSCIENCE

The minimum spanning tree: An unbiased method for brain network analysis

(2015) P. Tewarie et al.   NEUROIMAGE

Functional connectivity dynamics: Modeling the switching behavior of the resting state

(2015) Enrique C.A. Hansen et al.   NEUROIMAGE

The (in)stability of functional brain network measures across thresholds

(2015) Kathleen A. Garrison et al.   NEUROIMAGE

On spurious and real fluctuations of dynamic functional connectivity during rest

(2015) Nora Leonardi et al.   NEUROIMAGE

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

(2015) Bing Chen et al.   PLoS One

Dynamic reconfiguration of frontal brain networks during executive cognition in humans

(2015) Urs Braun et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Long-term neural and physiological phenotyping of a single human

(2015) Russell A. Poldrack et al.   Nature Communications

A novel biomarker of amnestic MCI based on dynamic cross-frequency coupling patterns during cognitive brain responses

(2015) Stavros I. Dimitriadis et al.   Frontiers in Neuroscience

Functional connectivity changes detected with magnetoencephalography after mild traumatic brain injury

(2015) Stavros I. Dimitriadis et al.   NeuroImage-Clinical

Cognitive Workload Assessment Based on the Tensorial Treatment of EEG Estimates of Cross-Frequency Phase Interactions

(2014) Stavros I. Dimitriadis et al.   ANNALS OF BIOMEDICAL ENGINEERING

Sex differences in normal age trajectories of functional brain networks

(2014) Dustin Scheinost et al.   HUMAN BRAIN MAPPING

Human Brain Distinctiveness Based on EEG Spectral Coherence Connectivity

(2014) D. La Rocca et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

The trees and the forest: Characterization of complex brain networks with minimum spanning trees

(2014) C.J. Stam et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Contributions and challenges for network models in cognitive neuroscience

(2014) Olaf Sporns   NATURE NEUROSCIENCE

Modern network science of neurological disorders

(2014) Cornelis J. Stam   NATURE REVIEWS NEUROSCIENCE

Intrinsic and Task-Evoked Network Architectures of the Human Brain

(2014) Michael W. Cole et al.   NEURON

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

(2014) Vince D. Calhoun et al.   NEURON

Test-retest reliabilities of resting-state FMRI measurements in human brain functional connectomics: A systems neuroscience perspective

(2014) Xi-Nian Zuo et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Simple and difficult mathematics in children: A minimum spanning tree EEG network analysis

(2014) Michael Vourkas et al.   NEUROSCIENCE LETTERS

Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia

(2014) E. Damaraju et al.   NeuroImage-Clinical

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

(2014) Xi-Nian Zuo et al.   Scientific Data

On the Quantization of Time-Varying Phase Synchrony Patterns into Distinct Functional Connectivity Microstates (FCμstates) in a Multi-trial Visual ERP Paradigm

(2013) S. I. Dimitriadis et al.   BRAIN TOPOGRAPHY

The potential of the human connectome as a biomarker of brain disease

(2013) Marcus Kaiser   Frontiers in Human Neuroscience

Measuring Time-Varying Information Flow in Scalp EEG Signals: Orthogonalized Partial Directed Coherence

(2013) Amir Omidvarnia et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Clinical application of brain imaging for the diagnosis of mood disorders: the current state of play

(2013) J B Savitz et al.   MOLECULAR PSYCHIATRY

Multi-task connectivity reveals flexible hubs for adaptive task control

(2013) Michael W Cole et al.   NATURE NEUROSCIENCE

Functional connectivity and graph theory in preclinical Alzheimer's disease

(2013) Matthew R. Brier et al.   NEUROBIOLOGY OF AGING

Dynamic functional connectivity: Promise, issues, and interpretations

(2013) R. Matthew Hutchison et al.   NEUROIMAGE

Principal components of functional connectivity: A new approach to study dynamic brain connectivity during rest

(2013) Nora Leonardi et al.   NEUROIMAGE

Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG

(2013) S.I. Dimitriadis et al.   NEUROIMAGE

On the origins of hierarchy in complex networks

(2013) B. Corominas-Murtra et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Time-varying functional network information extracted from brief instances of spontaneous brain activity

(2013) Xiao Liu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Surface EEG shows that functional segregation via phase coupling contributes to the neural substrate of mental calculations

(2012) Stavros I. Dimitriadis et al.   BRAIN AND COGNITION

The Anatomical Distance of Functional Connections Predicts Brain Network Topology in Health and Schizophrenia

(2012) Aaron F. Alexander-Bloch et al.   CEREBRAL CORTEX

Tracking Whole-Brain Connectivity Dynamics in the Resting State

(2012) Elena A. Allen et al.   CEREBRAL CORTEX

Source Space Analysis of Event-Related Dynamic Reorganization of Brain Networks

(2012) Andreas A. Ioannides et al.   Computational and Mathematical Methods in Medicine

Analyzing Functional Brain Connectivity by Means of Commute Times: A New Approach and its Application to Track Event-Related Dynamics

(2012) S. I. Dimitriadis et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Periodic changes in fMRI connectivity

(2012) Daniel A. Handwerker et al.   NEUROIMAGE

Quantitative Evaluation of Artifact Removal in Real Magnetoencephalogram Signals with Blind Source Separation

(2011) Javier Escudero et al.   ANNALS OF BIOMEDICAL ENGINEERING

Brain Graphs: Graphical Models of the Human Brain Connectome

(2011) Edward T. Bullmore et al.   Annual Review of Clinical Psychology

General and Specific Functional Connectivity Disturbances in First-Episode Schizophrenia During Cognitive Control Performance

(2011) Alex Fornito et al.   BIOLOGICAL PSYCHIATRY

Network Centrality in the Human Functional Connectome

(2011) Xi-Nian Zuo et al.   CEREBRAL CORTEX

Altered resting state complexity in schizophrenia

(2011) Danielle S. Bassett et al.   NEUROIMAGE

Dynamic reconfiguration of human brain networks during learning

(2011) D. S. Bassett et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Tracking brain dynamics via time-dependent network analysis

(2010) Stavros I. Dimitriadis et al.   JOURNAL OF NEUROSCIENCE METHODS

A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia

(2010) Ünal Sakoğlu et al.   MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

Negative edges and soft thresholding in complex network analysis of resting state functional connectivity data

(2010) Adam J. Schwarz et al.   NEUROIMAGE

What does delta band tell us about cognitive processes: A mental calculation study

(2010) Stavros I. Dimitriadis et al.   NEUROSCIENCE LETTERS

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

(2010) Bernadette C. M. van Wijk et al.   PLoS One

Functional connectivity density mapping

(2010) D. Tomasi et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data

(2010) Robert Oostenveld et al.   Computational Intelligence and Neuroscience

Symbiotic relationship between brain structure and dynamics

(2009) Mikail Rubinov et al.   BMC NEUROSCIENCE

Human brain networks in health and disease

(2009) Danielle S Bassett et al.   CURRENT OPINION IN NEUROLOGY

Intrinsic Functional Connectivity As a Tool For Human Connectomics: Theory, Properties, and Optimization

(2009) Koene R. A. Van Dijk et al.   JOURNAL OF NEUROPHYSIOLOGY

Efficiency of Functional Brain Networks and Intellectual Performance

(2009) M. P. van den Heuvel et al.   JOURNAL OF NEUROSCIENCE

Cortical Hubs Revealed by Intrinsic Functional Connectivity: Mapping, Assessment of Stability, and Relation to Alzheimer's Disease

(2009) R. L. Buckner et al.   JOURNAL OF NEUROSCIENCE

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Reproducibility of graph metrics of human brain functional networks

(2009) Lorena Deuker et al.   NEUROIMAGE

Comparison of characteristics between region-and voxel-based network analyses in resting-state fMRI data

(2009) Satoru Hayasaka et al.   NEUROIMAGE

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

(2009) Catie Chang et al.   NEUROIMAGE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Extracting the multiscale backbone of complex weighted networks

(2009) M. A. Serrano et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease

(2008) C. J. Stam et al.   BRAIN

Characterizing Dynamic Functional Connectivity Across Sleep Stages from EEG

(2008) Stavros I. Dimitriadis et al.   BRAIN TOPOGRAPHY

The Observable Part of a Network

(2008) P. Van Mieghem et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Hierarchical Organization of Human Cortical Networks in Health and Schizophrenia

(2008) D. S. Bassett et al.   JOURNAL OF NEUROSCIENCE

EEG default mode network in the human brain: Spectral regional field powers

(2008) Andrew C.N. Chen et al.   NEUROIMAGE

Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brain

(2008) M.P. van den Heuvel et al.   NEUROIMAGE

Network Analysis of Intrinsic Functional Brain Connectivity in Alzheimer's Disease

(2008) Kaustubh Supekar et al.   PLoS Computational Biology

The influence of ageing on complex brain networks: A graph theoretical analysis

(2007) Sifis Micheloyannis et al.   HUMAN BRAIN MAPPING