Voxel-Based Morphometry of the Human Brain: Methods and Applications
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Abstract
In recent years, a whole-brain unbiased objective technique, known as voxel-based morphometry (VBM), has been developed to characterise brain differences in vivo using structural magnetic resonance images. The present review provides a brief description of VBM and then focuses on exemplar applications in healthy and diseased subjects. The procedure involves normalising high-resolution structural magnetic resonance images to a standard template in stereotactic space. Normalised images are then segmented into gray and white matter and smoothed using an isotropic Gaussian kernel. Finally, a series of voxel-wise comparisons of gray and white matter in different groups of subjects are performed, using Random Field…
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4Topics & keywords
Topics
Keywords
- Voxel
- Voxel-based morphometry
- White matter
- Neuroscience
- Brain morphometry
- Psychology
- Magnetic resonance imaging
- Artificial intelligence
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