Unsupervised Classification During Time-Series Model Building

Multivariate time series analysis of neuroscience data: some challenges and opportunities

(2016) Mohsen Pourahmadi et al.   CURRENT OPINION IN NEUROBIOLOGY

Dealing with Multiple Solutions in Structural Vector Autoregressive Models

(2016) Adriene M. Beltz et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Visualising inter-subject variability in fMRI using threshold-weighted overlap maps

(2016) Mohamed L. Seghier et al.   Scientific Reports

A Monte Carlo Evaluation of Weighted Community Detection Algorithms

(2016) Kathleen M. Gates et al.   Frontiers in Neuroinformatics

Maximin effects in inhomogeneous large-scale data

(2015) Nicolai Meinshausen et al.   ANNALS OF STATISTICS

Neural changes underlying successful second language word learning: An fMRI study

(2015) Jing Yang et al.   JOURNAL OF NEUROLINGUISTICS

Identifying Longitudinal Patterns for Individuals and Subgroups: An Example with Adherence to Treatment for Obstructive Sleep Apnea

(2015) Steven F. Babbin et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Parcellating cortical functional networks in individuals

(2015) Danhong Wang et al.   NATURE NEUROSCIENCE

Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

(2015) Emily S Finn et al.   NATURE NEUROSCIENCE

Functional System and Areal Organization of a Highly Sampled Individual Human Brain

(2015) Timothy O. Laumann et al.   NEURON

A posteriori model validation for the temporal order of directed functional connectivity maps

(2015) Adriene M. Beltz et al.   Frontiers in Neuroscience

Individual Pooling for Group-Based Modeling Under the Assumption of Ergodicity

(2014) Joseph E. Gonzales et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Organizing Heterogeneous Samples Using Community Detection of GIMME-Derived Resting State Functional Networks

(2014) Kathleen M. Gates et al.   PLoS One

Brain Network Informed Subject Community Detection In Early-Onset Schizophrenia

(2014) Zhi Yang et al.   Scientific Reports

Greater BOLD activity but more efficient connectivity is associated with better cognitive performance within a sample of nicotine-deprived smokers

(2013) Travis T. Nichols et al.   ADDICTION BIOLOGY

Networks involved in olfaction and their dynamics using independent component analysis and unified structural equation modeling

(2013) Prasanna Karunanayaka et al.   HUMAN BRAIN MAPPING

Bayesian networks for fMRI: A primer

(2013) Jeanette A. Mumford et al.   NEUROIMAGE

Non-Gaussian methods and high-pass filters in the estimation of effective connections

(2013) Joseph D. Ramsey et al.   NEUROIMAGE

The future of FMRI connectivity

(2012) Stephen M. Smith   NEUROIMAGE

Group search algorithm recovers effective connectivity maps for individuals in homogeneous and heterogeneous samples

(2012) Kathleen M. Gates et al.   NEUROIMAGE

On the use of correlation as a measure of network connectivity

(2012) Andrew Zalesky et al.   NEUROIMAGE

Examining working memory task acquisition in a disrupted neural network

(2011) Frank G. Hillary et al.   BRAIN

Rich-Club Organization of the Human Connectome

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

Multi-subject search correctly identifies causal connections and most causal directions in the DCM models of the Smith et al. simulation study

(2011) Joseph D. Ramsey et al.   NEUROIMAGE

Limits of modularity maximization in community detection

(2011) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

Biomechanics of Sport Concussion

(2010) Kevin M. Guskiewicz et al.   EXERCISE AND SPORT SCIENCES REVIEWS

Spectrum-Based Comparison of Stationary Multivariate Time Series

(2010) Nalini Ravishanker et al.   METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY

Automatic search for fMRI connectivity mapping: An alternative to Granger causality testing using formal equivalences among SEM path modeling, VAR, and unified SEM

(2010) Kathleen M. Gates et al.   NEUROIMAGE

Network modelling methods for FMRI

(2010) Stephen M. Smith et al.   NEUROIMAGE

Six problems for causal inference from fMRI

(2009) J.D. Ramsey et al.   NEUROIMAGE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Community detection in graphs

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

Robustness of community structure in networks

(2008) Brian Karrer et al.   PHYSICAL REVIEW E

A dual-networks architecture of top-down control

(2008) Nico U.F. Dosenbach et al.   TRENDS IN COGNITIVE SCIENCES