PAGANI Toolkit: Parallel graph-theoretical analysis package for brain network big data

The emergence of functional architecture during early brain development

(2017) Kristin Keunen et al.   NEUROIMAGE

The global signal in fMRI: Nuisance or Information?

(2017) Thomas T. Liu et al.   NEUROIMAGE

Towards a consensus regarding global signal regression for resting state functional connectivity MRI

(2017) Kevin Murphy et al.   NEUROIMAGE

Functional connectomics from a “big data” perspective

(2017) Mingrui Xia et al.   NEUROIMAGE

Development of large-scale functional networks from birth to adulthood: A guide to the neuroimaging literature

(2017) David S. Grayson et al.   NEUROIMAGE

Small-world human brain networks: Perspectives and challenges

(2017) Xuhong Liao et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Human Connectomics across the Life Span

(2017) Xi-Nian Zuo et al.   TRENDS IN COGNITIVE SCIENCES

Developmental Connectomics from Infancy through Early Childhood

(2017) Miao Cao et al.   TRENDS IN NEUROSCIENCES

Modular Brain Networks

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

The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture

(2016) Lingzhong Fan et al.   CEREBRAL CORTEX

Time course of gamma-band oscillation associated with face processing in the inferior occipital gyrus and fusiform gyrus: A combined fMRI and MEG study

(2016) Shota Uono et al.   HUMAN BRAIN MAPPING

Evaluation Criteria for Sparse Matrix Storage Formats

(2016) Daniel Langr et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A multi-modal parcellation of human cerebral cortex

(2016) Matthew F. Glasser et al.   NATURE

Temporal Changes in Local Functional Connectivity Density Reflect the Temporal Variability of the Amplitude of Low Frequency Fluctuations in Gray Matter

(2016) D. Tomasi et al.   PLoS One

Ventromedial Prefrontal Cortex Is Critical for the Regulation of Amygdala Activity in Humans

(2015) Julian C. Motzkin et al.   BIOLOGICAL PSYCHIATRY

Aging Effects on Whole-Brain Functional Connectivity in Adults Free of Cognitive and Psychiatric Disorders

(2015) Luiz Kobuti Ferreira et al.   CEREBRAL CORTEX

Memory, Decision-Making, and the Ventromedial Prefrontal Cortex (vmPFC): The Roles of Subcallosal and Posterior Orbitofrontal Cortices in Monitoring and Control Processes

(2015) Melissa Hebscher et al.   CEREBRAL CORTEX

Test-Retest Reliability of Graph Metrics in High-resolution Functional Connectomics: A Resting-State Functional MRI Study

(2015) Hai-Xiao Du et al.   CNS Neuroscience & Therapeutics

GraphVar: A user-friendly toolbox for comprehensive graph analyses of functional brain connectivity

(2015) J.D. Kruschwitz et al.   JOURNAL OF NEUROSCIENCE METHODS

Global signal regression has complex effects on regional homogeneity of resting state fMRI signal

(2015) Zhao Qing et al.   MAGNETIC RESONANCE IMAGING

Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

(2015) Emily S Finn et al.   NATURE NEUROSCIENCE

The connectomics of brain disorders

(2015) Alex Fornito et al.   NATURE REVIEWS NEUROSCIENCE

Toward neurobiological characterization of functional homogeneity in the human cortex: regional variation, morphological association and functional covariance network organization

(2014) Lili Jiang et al.   Brain Structure & Function

Modern network science of neurological disorders

(2014) Cornelis J. Stam   NATURE REVIEWS NEUROSCIENCE

The eye of the self: precuneus volume and visual perspective during autobiographical memory retrieval

(2013) Maxime Freton et al.   Brain Structure & Function

Medical image processing on the GPU – Past, present and future

(2013) Anders Eklund et al.   MEDICAL IMAGE ANALYSIS

Functional brain hubs and their test–retest reliability: A multiband resting-state functional MRI study

(2013) Xu-Hong Liao et al.   NEUROIMAGE

Clinical applications of the functional connectome

(2013) F. Xavier Castellanos et al.   NEUROIMAGE

The minimal preprocessing pipelines for the Human Connectome Project

(2013) Matthew F. Glasser et al.   NEUROIMAGE

Evidence for Hubs in Human Functional Brain Networks

(2013) Jonathan D. Power et al.   NEURON

Topological Organization of Functional Brain Networks in Healthy Children: Differences in Relation to Age, Sex, and Intelligence

(2013) Kai Wu et al.   PLoS One

A Hybrid CPU-GPU Accelerated Framework for Fast Mapping of High-Resolution Human Brain Connectome

(2013) Yu Wang et al.   PLoS One

Accelerating Fibre Orientation Estimation from Diffusion Weighted Magnetic Resonance Imaging Using GPUs

(2013) Moisés Hernández et al.   PLoS One

BrainNet Viewer: A Network Visualization Tool for Human Brain Connectomics

(2013) Mingrui Xia et al.   PLoS One

Network hubs in the human brain

(2013) Martijn P. van den Heuvel et al.   TRENDS IN COGNITIVE SCIENCES

The economy of brain network organization

(2012) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

The Human Connectome Project: A data acquisition perspective

(2012) D.C. Van Essen et al.   NEUROIMAGE

Effects of Different Correlation Metrics and Preprocessing Factors on Small-World Brain Functional Networks: A Resting-State Functional MRI Study

(2012) Xia Liang et al.   PLoS One

GAT: A Graph-Theoretical Analysis Toolbox for Analyzing Between-Group Differences in Large-Scale Structural and Functional Brain Networks

(2012) S. M. Hadi Hosseini et al.   PLoS One

Network Centrality in the Human Functional Connectome

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

Gender differences in brain functional connectivity density

(2011) Dardo Tomasi et al.   HUMAN BRAIN MAPPING

Functional Network Organization of the Human Brain

(2011) Jonathan D. Power et al.   NEURON

Brain Connectivity

(2011) Gaolang Gong et al.   NEUROSCIENTIST

Graph Theoretical Analysis of Functional Brain Networks: Test-Retest Evaluation on Short- and Long-Term Resting-State Functional MRI Data

(2011) Jin-Hui Wang et al.   PLoS One

eConnectome: A MATLAB toolbox for mapping and imaging of brain functional connectivity

(2010) Bin He et al.   JOURNAL OF NEUROSCIENCE METHODS

Hemisphere- and gender-related differences in small-world brain networks: A resting-state functional MRI study

(2010) Lixia Tian et al.   NEUROIMAGE

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

(2010) Adam J. Schwarz et al.   NEUROIMAGE

A Parcellation Scheme for Human Left Lateral Parietal Cortex

(2010) Steven M. Nelson et al.   NEURON

The Global Signal and Observed Anticorrelated Resting State Brain Networks

(2009) Michael D. Fox et al.   JOURNAL OF NEUROPHYSIOLOGY

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

(2009) Satoru Hayasaka et al.   NEUROIMAGE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Uncovering Intrinsic Modular Organization of Spontaneous Brain Activity in Humans

(2009) Yong He et al.   PLoS One

Precuneus shares intrinsic functional architecture in humans and monkeys

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

Fast unfolding of communities in large networks

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

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

Defining functional areas in individual human brains using resting functional connectivity MRI

(2008) Alexander L. Cohen et al.   NEUROIMAGE

Optimization of sparse matrix–vector multiplication on emerging multicore platforms

(2008) Samuel Williams et al.   PARALLEL COMPUTING