4.6 Article

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

Related references

Note: Only part of the references are listed.
Article Engineering, Biomedical

A Unified Estimation Framework for State-Related Changes in Effective Brain Connectivity

S. Balqis Samdin et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2017)

Article Engineering, Electrical & Electronic

A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation

M. Albughdadi et al.

SIGNAL PROCESSING (2017)

Article Statistics & Probability

A SPATIOTEMPORAL NONPARAMETRIC BAYESIAN MODEL OF MULTI-SUBJECT FMRI DATA

Linlin Zhang et al.

ANNALS OF APPLIED STATISTICS (2016)

Article Statistics & Probability

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

Zhe Yu et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2016)

Article Statistics & Probability

A FOCUSED INFORMATION CRITERION FOR GRAPHICAL MODELS IN FMRI CONNECTIVITY WITH HIGH-DIMENSIONAL DATA

Eugen Pircalabelu et al.

ANNALS OF APPLIED STATISTICS (2015)

Article Statistics & Probability

Bayesian Inference of Multiple Gaussian Graphical Models

Christine Peterson et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2015)

Article Mathematical & Computational Biology

A Bayesian approach to identify genes and gene-level SNP aggregates in a genetic analysis of cancer data

Francesco C. Stingo et al.

STATISTICS AND ITS INTERFACE (2015)

Article Statistics & Probability

Bayesian models for functional magnetic resonance imaging data analysis

Linlin Zhang et al.

WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS (2015)

Article Neurosciences

Tracking Whole-Brain Connectivity Dynamics in the Resting State

Elena A. Allen et al.

CEREBRAL CORTEX (2014)

Article Statistics & Probability

Generalized Species Sampling Priors With Latent Beta Reinforcements

Edoardo M. Airoldi et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2014)

Article Neurosciences

Structurally-informed Bayesian functional connectivity analysis

Max Hinne et al.

NEUROIMAGE (2014)

Article Statistics & Probability

Classification of brain activation via spatial Bayesian variable selection in fMRI regression

Stefanie Kalus et al.

ADVANCES IN DATA ANALYSIS AND CLASSIFICATION (2014)

Article Mathematics, Interdisciplinary Applications

Brain Imaging Analysis

F. DuBois Bowman

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 1 (2014)

Article Mathematics, Interdisciplinary Applications

Spatial Bayesian Variable Selection Models on Functional Magnetic Resonance Imaging Time-Series Data

Kuo-Jung Lee et al.

BAYESIAN ANALYSIS (2014)

Article Computer Science, Interdisciplinary Applications

Fast Joint Detection-Estimation of Evoked Brain Activity in Event-Related fMRI Using a Variational Approach

Lotfi Chaari et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2013)

Article Statistics & Probability

An Integrative Bayesian Modeling Approach to Imaging Genetics

Francesco C. Stingo et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2013)

Article Neurosciences

Dynamic functional connectivity: Promise, issues, and interpretations

R. Matthew Hutchison et al.

NEUROIMAGE (2013)

Article Computer Science, Interdisciplinary Applications

The MCIC Collection: A Shared Repository of Multi-Modal, Multi-Site Brain Image Data from a Clinical Investigation of Schizophrenia

Randy L. Gollub et al.

NEUROINFORMATICS (2013)

Review Neurosciences

Bayesian inference in FMRI

Mark W. Woolrich

NEUROIMAGE (2012)

Article Neurosciences

On the use of correlation as a measure of network connectivity

Andrew Zalesky et al.

NEUROIMAGE (2012)

Article Statistics & Probability

Efficient Gaussian graphical model determination under G-Wishart prior distributions

Hao Wang et al.

ELECTRONIC JOURNAL OF STATISTICS (2012)

Article Statistics & Probability

INCORPORATING BIOLOGICAL INFORMATION INTO LINEAR MODELS: A BAYESIAN APPROACH TO THE SELECTION OF PATHWAYS AND GENES

Francesco C. Stingo et al.

ANNALS OF APPLIED STATISTICS (2011)

Article Neurosciences

Comparison of Multi-Subject ICA Methods for Analysis of fMRI Data

Erik Barry Erhardt et al.

HUMAN BRAIN MAPPING (2011)

Article Statistics & Probability

Bayesian Inference for General Gaussian Graphical Models With Application to Multivariate Lattice Data

Adrian Dobra et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)

Article Neurosciences

Network modelling methods for FMRI

Stephen M. Smith et al.

NEUROIMAGE (2011)

Article Statistics & Probability

Bayesian Variable Selection in Structured High-Dimensional Covariate Spaces With Applications in Genomics

Fan Li et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2010)

Article Neurosciences

Bayesian spatiotemporal model of fMRI data

Alicia Quiros et al.

NEUROIMAGE (2010)

Article Neurosciences

Whole-brain anatomical networks: Does the choice of nodes matter?

Andrew Zalesky et al.

NEUROIMAGE (2010)

Article Engineering, Electrical & Electronic

Estimation of Time-Varying Coherence and Its Application in Understanding Brain Functional Connectivity

Cheng Liu et al.

EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING (2010)

Review Neurosciences

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

Edward T. Bullmore et al.

NATURE REVIEWS NEUROSCIENCE (2009)

Article Computer Science, Interdisciplinary Applications

Testing the significance of the RV coefficient

J. Josse et al.

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2008)

Article Neurosciences

A Bayesian hierarchical framework for spatial modeling of fMRI data

F. DuBois Bowman et al.

NEUROIMAGE (2008)

Article Statistics & Probability

The Statistical Analysis of fMRI Data

Martin A. Lindquist

STATISTICAL SCIENCE (2008)

Article Statistics & Probability

Spatial Bayesian variable selection with application to functional magnetic resonance imaging

Michael Smith et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2007)

Article Behavioral Sciences

Interference resolution: Insights from a meta-analysis of neuroimaging tasks

Derek Evan Nee et al.

COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE (2007)

Article Neurosciences

Bayesian fMRI data analysis with sparse spatial basis function priors

Guillaume Flandin et al.

NEUROIMAGE (2007)

Article Neurosciences

Determining hierarchical functional networks from auditory stimuli fMRI

RS Patel et al.

HUMAN BRAIN MAPPING (2006)

Article Neurosciences

A Bayesian approach to determining connectivity of the human brain

RS Patel et al.

HUMAN BRAIN MAPPING (2006)

Article Statistics & Probability

Experiments in stochastic computation for high-dimensional graphical models

B Jones et al.

STATISTICAL SCIENCE (2005)

Article Mathematical & Computational Biology

Detecting differential gene expression with a semiparametric hierarchical mixture method

MA Newton et al.

BIOSTATISTICS (2004)

Article Radiology, Nuclear Medicine & Medical Imaging

A method for comparing group fMRI data using independent component analysis: application to visual, motor and visuomotor tasks

VD Calhoun et al.

MAGNETIC RESONANCE IMAGING (2004)

Review Statistics & Probability

Bayesian methods for hidden Markov models: Recursive computing in the 21st century

SL Scott

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2002)

Article Behavioral Sciences

Pathologies of brain attentional networks

A Berger et al.

NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2000)