BVAR-Connect: A Variational Bayes Approach to Multi-Subject Vector Autoregressive Models for Inference on Brain Connectivity Networks

Graph theory analysis of DTI tractography in children with traumatic injury

(2019) Christopher G. Watson et al.   NeuroImage-Clinical

Post-Traumatic Stress Symptoms after Pediatric Injury: Relation to Pre-Frontal Limbic Circuitry

(2019) Linda Ewing-Cobbs et al.   JOURNAL OF NEUROTRAUMA

Integrative Bayesian analysis of brain functional networks incorporating anatomical knowledge

(2018) Ixavier A. Higgins et al.   NEUROIMAGE

Temporal and spectral characteristics of dynamic functional connectivity between resting-state networks reveal information beyond static connectivity

(2018) Sharon Chiang et al.   PLoS One

A Bayesian Approach for Estimating Dynamic Functional Network Connectivity in fMRI Data

(2017) Ryan Warnick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variational Inference: A Review for Statisticians

(2017) David M. Blei et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A spatiotemporal nonparametric Bayesian model of multi-subject fMRI data

(2016) Linlin Zhang et al.   Annals of Applied Statistics

Bayesian vector autoregressive model for multi-subject effective connectivity inference using multi-modal neuroimaging data

(2016) Sharon Chiang et al.   HUMAN BRAIN MAPPING

Longitudinal diffusion tensor imaging after pediatric traumatic brain injury: Impact of age at injury and time since injury on pathway integrity

(2016) Linda Ewing-Cobbs et al.   HUMAN BRAIN MAPPING

Understanding the Impact of Stroke on Brain Motor Function: A Hierarchical Bayesian Approach

(2016) Zhe Yu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging

(2016) Jesper L.R. Andersson et al.   NEUROIMAGE

Realistic simulation of artefacts in diffusion MRI for validating post-processing correction techniques

(2016) Mark S. Graham et al.   NEUROIMAGE

Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images

(2016) Jesper L. R Andersson et al.   NEUROIMAGE

Temporal Dynamics and Developmental Maturation of Salience, Default and Central-Executive Network Interactions Revealed by Variational Bayes Hidden Markov Modeling

(2016) Srikanth Ryali et al.   PLoS Computational Biology

Non-parametric representation and prediction of single- and multi-shell diffusion-weighted MRI data using Gaussian processes

(2015) Jesper L.R. Andersson et al.   NEUROIMAGE

circlize implements and enhances circular visualization in R

(2014) Zuguang Gu et al.   BIOINFORMATICS

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

(2014) Vince D. Calhoun et al.   NEURON

Maximizing Negative Correlations in Resting-State Functional Connectivity MRI by Time-Lag

(2014) Gadi Goelman et al.   PLoS One

Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables

(2013) Nicholas G. Polson et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Is Granger Causality a Viable Technique for Analyzing fMRI Data?

(2013) Xiaotong Wen et al.   PLoS One

Hierarchical vector auto-regressive models and their applications to multi-subject effective connectivity

(2013) Cristina Gorrostieta et al.   Frontiers in Computational Neuroscience

Diffusion tensor imaging in moderate-to-severe pediatric traumatic brain injury: changes within an 18 month post-injury interval

(2012) Elisabeth A. Wilde et al.   Brain Imaging and Behavior

Investigating brain connectivity using mixed effects vector autoregressive models

(2011) Cristina Gorrostieta et al.   NEUROIMAGE

Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem

(2010) James G. Scott et al.   ANNALS OF STATISTICS

Emerging concepts for the dynamical organization of resting-state activity in the brain

(2010) Gustavo Deco et al.   NATURE REVIEWS NEUROSCIENCE

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

(2009) Catie Chang et al.   NEUROIMAGE

Resting-State Functional Connectivity Reflects Structural Connectivity in the Default Mode Network

(2008) M. D. Greicius et al.   CEREBRAL CORTEX

Multivariate Granger causality analysis of fMRI data

(2008) Gopikrishna Deshpande et al.   HUMAN BRAIN MAPPING

Dynamic Bayesian network modeling of fMRI: A comparison of group-analysis methods

(2008) Junning Li et al.   NEUROIMAGE