Structural magnetic resonance imaging (MRI) studies of Alzheimer's disease and mild
cognitive impairment (MCI) have focused on the hippocampus and entorhinal cortex; gray …

The rapidly increasing prevalence of cognitive impairment and Alzheimer's disease has the
potential to create a major worldwide healthcare crisis. Structural MRI studies in patients …

This book explores various state-of-the-art aspects behind the statistical analysis of
neuroimaging data. It examines the development of novel statistical approaches to model …

Motivated by recent work on studying massive imaging data in various neuroimaging
studies, we propose a novel spatially varying coefficient model (SVCM) to capture the …

Diffusion-weighted magnetic resonance imaging (DWI) is undergoing constant evolution
with the ambitious goal of developing in-vivo histology of the brain. A recent methodological …

Neuroimaging studies aim to analyse imaging data with complex spatial patterns in a large
number of locations (called voxels) on a two-dimensional surface or in a three-dimensional …

We introduce an algorithm for diffusion weighted magnetic resonance imaging data
enhancement based on structural adaptive smoothing in both voxel space and diffusion …

We consider morphological and linear scale spaces on the space ℝ 3⋊ S 2 of 3D positions
and orientations naturally embedded in the group SE (3) of 3D rigid body movements. The …

Abstracts This chapter provides a very basic introduction to the concept of diffusion MRI as a
probe of tissue microstructure. The concept of Gaussian diffusion is explored and the effect …

Many large-scale longitudinal imaging studies have been or are being widely conducted to
better understand the progress of neuropsychiatric and neurodegenerative disorders and …