Graph-aware modeling of brain connectivity networks

Statistical Connectomics

(2021) Jaewon Chung et al.   Annual Review of Statistics and Its Application

Multi-scale network regression for brain-phenotype associations

(2020) Cedric Huchuan Xia et al.   HUMAN BRAIN MAPPING

Network classification with applications to brain connectomics

(2019) Jesús D. Arroyo Relión et al.   Annals of Applied Statistics

A MATLAB toolbox for multivariate analysis of brain networks

(2018) Mohsen Bahrami et al.   HUMAN BRAIN MAPPING

A Semiparametric Two-Sample Hypothesis Testing Problem for Random Graphs

(2017) Minh Tang et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

A variance components model for statistical inference on functional connectivity networks

(2017) Mark Fiecas et al.   NEUROIMAGE

Mixed Effects Models for Resampled Network Statistics Improves Statistical Power to Find Differences in Multi-Subject Functional Connectivity

(2016) Manjari Narayan et al.   Frontiers in Neuroscience

A two-part mixed-effects modeling framework for analyzing whole-brain network data

(2015) Sean L. Simpson et al.   NEUROIMAGE

Abnormal Asymmetry of Brain Connectivity in Schizophrenia

(2014) Michele Ribolsi et al.   Frontiers in Human Neuroscience

A Powerful and Adaptive Association Test for Rare Variants

(2014) Wei Pan et al.   GENETICS

Causal Inference for fMRI Time Series Data With Systematic Errors of Measurement in a Balanced On/Off Study of Social Evaluative Threat

(2014) Michael E. Sobel et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Comparison of statistical tests for group differences in brain functional networks

(2014) Junghi Kim et al.   NEUROIMAGE

Imaging human connectomes at the macroscale

(2013) R Cameron Craddock et al.   NATURE METHODS

Learning and comparing functional connectomes across subjects

(2013) Gaël Varoquaux et al.   NEUROIMAGE

Neural Primacy of the Salience Processing System in Schizophrenia

(2013) Lena Palaniyappan et al.   NEURON

BrainNet Viewer: A Network Visualization Tool for Human Brain Connectomics

(2013) Mingrui Xia et al.   PLoS One

Functional Network Endophenotypes of Psychotic Disorders

(2012) Ed Bullmore   BIOLOGICAL PSYCHIATRY

The future of FMRI connectivity

(2012) Stephen M. Smith   NEUROIMAGE

Connectivity differences in brain networks

(2012) Andrew Zalesky 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

Whole brain resting state functional connectivity abnormalities in schizophrenia

(2012) Archana Venkataraman et al.   SCHIZOPHRENIA RESEARCH

Brain Graphs: Graphical Models of the Human Brain Connectome

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

Exploring the brain network: A review on resting-state fMRI functional connectivity

(2010) Martijn P. van den Heuvel et al.   EUROPEAN NEUROPSYCHOPHARMACOLOGY

Network-based statistic: Identifying differences in brain networks

(2010) Andrew Zalesky et al.   NEUROIMAGE

Functionally linked resting-state networks reflect the underlying structural connectivity architecture of the human brain

(2009) Martijn P. van den Heuvel et al.   HUMAN BRAIN MAPPING

Disease state prediction from resting state functional connectivity

(2009) R. Cameron Craddock et al.   MAGNETIC RESONANCE IN MEDICINE

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

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Schizophrenia as Failure of Left Hemispheric Dominance for the Phonological Component of Language

(2009) Alessandro Angrilli et al.   PLoS One