Stephen M. Smith

Tensorial extensions of independent component analysis for multisubject FMRI analysis

Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images

A global optimisation method for robust affine registration of brain images

Temporal Autocorrelation in Univariate Linear Modeling of FMRI Data

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...

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 d...

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 Gaussi...

Multimodal population brain imaging in the UK Biobank prospective epidemiological study