Modularity maximization as a flexible and generic framework for brain network exploratory analysis

A Comprehensive Analysis of Multilayer Community Detection Algorithms for Application to EEG-Based Brain Networks

(2021) Maria Grazia Puxeddu et al.   Frontiers in Systems Neuroscience

Movie-watching outperforms rest for functional connectivity-based prediction of behavior

(2021) Emily S. Finn et al.   NEUROIMAGE

A generative network model of neurodevelopmental diversity in structural brain organization

(2021) Danyal Akarca et al.   Nature Communications

Temporal fluctuations in the brain's modular architecture during movie-watching

(2020) Richard F. Betzel et al.   NEUROIMAGE

Space-independent community and hub structure of functional brain networks

(2020) Farnaz Zamani Esfahlani et al.   NEUROIMAGE

Community structure of the creative brain at rest

(2020) Yoed N. Kenett et al.   NEUROIMAGE

The modular organization of brain cortical connectivity across the human lifespan

(2020) Maria Grazia Puxeddu et al.   NEUROIMAGE

Edge-centric functional network representations of human cerebral cortex reveal overlapping system-level architecture

(2020) Joshua Faskowitz et al.   NATURE NEUROSCIENCE

Measurement Reliability for Individual Differences in Multilayer Network Dynamics: Cautions and Considerations

(2020) Zhen Yang et al.   NEUROIMAGE

Generative modeling of brain maps with spatial autocorrelation

(2020) Joshua B. Burt et al.   NEUROIMAGE

The emergence of a functionally flexible brain during early infancy

(2020) Weiyan Yin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Detecting brain network communities: Considering the role of information flow and its different temporal scales

(2020) Lazaro M. Sanchez-Rodriguez et al.   NEUROIMAGE

A hitchhiker’s guide to working with large, open-source neuroimaging datasets

(2020) Corey Horien et al.   Nature Human Behaviour

Structural, geometric and genetic factors predict interregional brain connectivity patterns probed by electrocorticography

(2019) Richard F. Betzel et al.   Nature Biomedical Engineering

The community structure of functional brain networks exhibits scale-specific patterns of inter- and intra-subject variability

(2019) Richard F. Betzel et al.   NEUROIMAGE

Naturalistic Stimuli in Neuroscience: Critically Acclaimed

(2019) Saurabh Sonkusare et al.   TRENDS IN COGNITIVE SCIENCES

Hierarchical organization of cortical and thalamic connectivity

(2019) Julie A. Harris et al.   NATURE

Development of structure–function coupling in human brain networks during youth

(2019) Graham L. Baum et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Determining the Hierarchical Architecture of the Human Brain Using Subject-Level Clustering of Functional Networks

(2019) Teddy J. Akiki et al.   Scientific Reports

Dynamic flexibility in striatal-cortical circuits supports reinforcement learning

(2018) Raphael T. Gerraty et al.   JOURNAL OF NEUROSCIENCE

Fragility and volatility of structural hubs in the human connectome

(2018) Leonardo L. Gollo et al.   NATURE NEUROSCIENCE

Functional Brain Networks Are Dominated by Stable Group and Individual Factors, Not Cognitive or Daily Variation

(2018) Caterina Gratton et al.   NEURON

Diversity of meso-scale architecture in human and non-human connectomes

(2018) Richard F. Betzel et al.   Nature Communications

Multiresolution Consensus Clustering in Networks

(2018) Lucas G. S. Jeub et al.   Scientific Reports

Weighted Stochastic Block Models of the Human Connectome across the Life Span

(2018) Joshua Faskowitz et al.   Scientific Reports

Mapping connectomes with diffusion MRI: deterministic or probabilistic tractography?

(2018) Tabinda Sarwar et al.   MAGNETIC RESONANCE IN MEDICINE

Spatial Embedding Imposes Constraints on Neuronal Network Architectures

(2018) Jennifer Stiso et al.   TRENDS IN COGNITIVE SCIENCES

Generative models for network neuroscience: prospects and promise

(2017) Richard F. Betzel et al.   Journal of the Royal Society Interface

Communication dynamics in complex brain networks

(2017) Andrea Avena-Koenigsberger et al.   NATURE REVIEWS NEUROSCIENCE

Segregated Systems of Human Brain Networks

(2017) Gagan S. Wig   TRENDS IN COGNITIVE SCIENCES

Multilayer modeling and analysis of human brain networks

(2017) Manlio De Domenico   GigaScience

The ground truth about metadata and community detection in networks

(2017) Leto Peel et al.   Science Advances

Positive affect, surprise, and fatigue are correlates of network flexibility

(2017) Richard F. Betzel et al.   Scientific Reports

Modular Brain Networks

(2016) Olaf Sporns et al.   Annual Review of Psychology

Community Detection in Temporal Multilayer Networks, with an Application to Correlation Networks

(2016) Marya Bazzi et al.   MULTISCALE MODELING & SIMULATION

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

Detection of functional brain network reconfiguration during task-driven cognitive states

(2016) Qawi K. Telesford et al.   NEUROIMAGE

Community detection in networks: A user guide

(2016) Santo Fortunato et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Dynamic brain network reconfiguration as a potential schizophrenia genetic risk mechanism modulated by NMDA receptor function

(2016) Urs Braun et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spatial Embedding and Wiring Cost Constrain the Functional Layout of the Cortical Network of Rodents and Primates

(2016) Szabolcs Horvát et al.   PLOS BIOLOGY

The Multilayer Connectome of Caenorhabditis elegans

(2016) Barry Bentley et al.   PLoS Computational Biology

Cognitive Network Neuroscience

(2015) John D. Medaglia et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

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

Generation and Evaluation of a Cortical Area Parcellation from Resting-State Correlations

(2014) Evan M. Gordon et al.   CEREBRAL CORTEX

Identification of Optimal Structural Connectivity Using Functional Connectivity and Neural Modeling

(2014) G. Deco et al.   JOURNAL OF NEUROSCIENCE

A mesoscale connectome of the mouse brain

(2014) Seung Wook Oh et al.   NATURE

Changes in structural and functional connectivity among resting-state networks across the human lifespan

(2014) Richard F. Betzel et al.   NEUROIMAGE

Intrinsic and Task-Evoked Network Architectures of the Human Brain

(2014) Michael W. Cole et al.   NEURON

Stochastic Blockmodeling of the Modules and Core of the Caenorhabditis elegans Connectome

(2014) Dragana M. Pavlovic et al.   PLoS One

Robust detection of dynamic community structure in networks

(2013) Danielle S. Bassett et al.   CHAOS

The WU-Minn Human Connectome Project: An overview

(2013) David C. Van Essen et al.   NEUROIMAGE

Dynamic functional connectivity: Promise, issues, and interpretations

(2013) R. Matthew Hutchison et al.   NEUROIMAGE

A Predictive Network Model of Cerebral Cortical Connectivity Based on a Distance Rule

(2013) Mária Ercsey-Ravasz et al.   NEURON

Cognitive relevance of the community structure of the human brain functional coactivation network

(2013) N. A. Crossley et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Structural and Functional Brain Networks: From Connections to Cognition

(2013) H.-J. Park et al.   SCIENCE

A Weighted and Directed Interareal Connectivity Matrix for Macaque Cerebral Cortex

(2012) N. T. Markov et al.   CEREBRAL CORTEX

On the use of correlation as a measure of network connectivity

(2012) Andrew Zalesky et al.   NEUROIMAGE

Social neuroscience and hyperscanning techniques: Past, present and future

(2012) Fabio Babiloni et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Entropy of stochastic blockmodel ensembles

(2012) Tiago P. Peixoto   PHYSICAL REVIEW E

Markov Dynamics as a Zooming Lens for Multiscale Community Detection: Non Clique-Like Communities and the Field-of-View Limit

(2012) Michael T. Schaub et al.   PLoS One

Dynamic network structure of interhemispheric coordination

(2012) K. W. Doron et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Simple models of human brain functional networks

(2012) P. E. Vertes et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Consensus clustering in complex networks

(2012) Andrea Lancichinetti et al.   Scientific Reports

Functional Connectivity between Anatomically Unconnected Areas Is Shaped by Collective Network-Level Effects in the Macaque Cortex

(2011) Yusuke Adachi et al.   CEREBRAL CORTEX

From social behaviour to brain synchronization: Review and perspectives in hyperscanning

(2011) G. Dumas et al.   IRBM

Rich-Club Organization of the Human Connectome

(2011) M. P. van den Heuvel et al.   JOURNAL OF NEUROSCIENCE

Communities, modules and large-scale structure in networks

(2011) M. E. J. Newman   Nature Physics

Weight-conserving characterization of complex functional brain networks

(2011) Mikail Rubinov et al.   NEUROIMAGE

Functional Network Organization of the Human Brain

(2011) Jonathan D. Power et al.   NEURON

Narrow scope for resolution-limit-free community detection

(2011) V. A. Traag et al.   PHYSICAL REVIEW E

Uncovering space-independent communities in spatial networks

(2011) P. Expert et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

Link communities reveal multiscale complexity in networks

(2010) Yong-Yeol Ahn et al.   NATURE

Network-based statistic: Identifying differences in brain networks

(2010) Andrew Zalesky et al.   NEUROIMAGE

Performance of modularity maximization in practical contexts

(2010) Benjamin H. Good et al.   PHYSICAL REVIEW E

Community Structure in Time-Dependent, Multiscale, and Multiplex Networks

(2010) P. J. Mucha et al.   SCIENCE

Efficient Physical Embedding of Topologically Complex Information Processing Networks in Brains and Computer Circuits

(2010) Danielle S. Bassett et al.   PLoS Computational Biology

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

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Analysis of community structure in networks of correlated data

(2009) Sergio Gómez et al.   PHYSICAL REVIEW E

Line graphs, link partitions, and overlapping communities

(2009) T. S. Evans et al.   PHYSICAL REVIEW E

Community detection algorithms: A comparative analysis

(2009) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

Community detection in graphs

(2009) Santo Fortunato   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Correspondence of the brain's functional architecture during activation and rest

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

Predicting human resting-state functional connectivity from structural connectivity

(2009) C. J. Honey et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hierarchical modularity in human brain functional networks

(2009) David Meunier   Frontiers in Neuroinformatics

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Analysis of the structure of complex networks at different resolution levels

(2008) A Arenas et al.   NEW JOURNAL OF PHYSICS

Maps of random walks on complex networks reveal community structure

(2008) M. Rosvall et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Mapping the Structural Core of Human Cerebral Cortex

(2008) Patric Hagmann et al.   PLOS BIOLOGY