Dimensionality of ICA in resting-state fMRI investigated by feature optimized classification of independent components with SVM

Template based rotation: A method for functional connectivity analysis with a priori templates

(2014) Aaron P. Schultz et al.   NEUROIMAGE

Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers

(2014) Gholamreza Salimi-Khorshidi et al.   NEUROIMAGE

ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging

(2014) Ludovica Griffanti et al.   NEUROIMAGE

Denoising the speaking brain: Toward a robust technique for correcting artifact-contaminated fMRI data under severe motion

(2014) Yisheng Xu et al.   NEUROIMAGE

A Robust Classifier to Distinguish Noise from fMRI Independent Components

(2014) Vanessa Sochat et al.   PLoS One

An Automated Method for Identifying Artifact in Independent Component Analysis of Resting-State fMRI

(2013) Kaushik Bhaganagarapu et al.   Frontiers in Human Neuroscience

An approach for parcellating human cortical areas using resting-state correlations

(2013) Gagan S. Wig et al.   NEUROIMAGE

Analysis of Whole-Brain Resting-State fMRI Data Using Hierarchical Clustering Approach

(2013) Yanlu Wang et al.   PLoS One

Modelling with independent components

(2012) Christian F. Beckmann   NEUROIMAGE

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Concepts and principles in the analysis of brain networks

(2011) Gagan S. Wig et al.   Annals of the New York Academy of Sciences

The organization of the human cerebral cortex estimated by intrinsic functional connectivity

(2011) B. T. Thomas Yeo et al.   JOURNAL OF NEUROPHYSIOLOGY

Differentiating BOLD and non-BOLD signals in fMRI time series using multi-echo EPI

(2011) Prantik Kundu et al.   NEUROIMAGE

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

The effect of model order selection in group PICA

(2010) Ahmed Abou-Elseoud et al.   HUMAN BRAIN MAPPING

A new approach to estimating the signal dimension of concatenated resting-state functional MRI data sets

(2010) Sharon Chen et al.   MAGNETIC RESONANCE IMAGING

Group ICA of resting-state data: a comparison

(2010) Veronika Schöpf et al.   MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

Mapping sources of correlation in resting state FMRI, with artifact detection and removal

(2010) Hang Joon Jo et al.   NEUROIMAGE

Performance comparison of machine learning algorithms and number of independent components used in fMRI decoding of belief vs. disbelief

(2010) P.K. Douglas et al.   NEUROIMAGE

Functional segmentation of the brain cortex using high model order group PICA

(2009) Vesa Kiviniemi et al.   HUMAN BRAIN MAPPING

An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques

(2009) Jing Sui et al.   NEUROIMAGE

Correspondence of the brain's functional architecture during activation and rest

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

Estimating intrinsic dimensionality of fMRI dataset incorporating an AR(1) noise model with cubic spline interpolation

(2008) Xiaoping Xie et al.   NEUROCOMPUTING

Bayesian analysis of neuroimaging data in FSL

(2008) Mark W. Woolrich et al.   NEUROIMAGE