• Publications
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Advances in functional and structural MR image analysis and implementation as FSL
The techniques available for the interrogation and analysis of neuroimaging data have a large influence in determining the flexibility, sensitivity, and scope of neuroimaging experiments. TheExpand
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  • 1519
Correspondence of the brain's functional architecture during activation and rest
  • S. Smith, P. Fox, +8 authors C. Beckmann
  • Medicine, Computer Science
  • Proceedings of the National Academy of Sciences
  • 4 August 2009
Neural connections, providing the substrate for functional networks, exist whether or not they are functionally active at any given moment. However, it is not known to what extent brain regions areExpand
  • 3,521
  • 481
Investigations into resting-state connectivity using independent component analysis
Inferring resting-state connectivity patterns from functional magnetic resonance imaging (fMRI) data is a challenging task for any analytical technique. In this paper, we review a probabilisticExpand
  • 2,703
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Probabilistic independent component analysis for functional magnetic resonance imaging
We present an integrated approach to probabilistic independent component analysis (ICA) for functional MRI (FMRI) data that allows for nonsquare mixing in the presence of Gaussian noise. In order toExpand
  • 2,110
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Consistent resting-state networks across healthy subjects
Functional MRI (fMRI) can be applied to study the functional connectivity of the human brain. It has been suggested that fluctuations in the blood oxygenation level-dependent (BOLD) signal duringExpand
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  • 353
FSL (the FMRIB Software Library) is a comprehensive library of analysis tools for functional, structural and diffusion MRI brain imaging data, written mainly by members of the Analysis Group, FMRIB,Expand
  • 1,558
  • 232
Bayesian analysis of neuroimaging data in FSL
Typically in neuroimaging we are looking to extract some pertinent information from imperfect, noisy images of the brain. This might be the inference of percent changes in blood flow in perfusionExpand
  • 1,651
  • 225
Network modelling methods for FMRI
There is great interest in estimating brain "networks" from FMRI data. This is often attempted by identifying a set of functional "nodes" (e.g., spatial ROIs or ICA maps) and then conducting aExpand
  • 1,380
  • 156
A multi-modal parcellation of human cerebral cortex
Understanding the amazingly complex human cerebral cortex requires a map (or parcellation) of its major subdivisions, known as cortical areas. Making an accurate areal map has been a century-oldExpand
  • 1,457
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Toward discovery science of human brain function
Although it is being successfully implemented for exploration of the genome, discovery science has eluded the functional neuroimaging community. The core challenge remains the development of commonExpand
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