A probabilistic white matter atlas approach to assessing age related changes in the brain
نویسندگان
چکیده
Introduction: Spatial normalisation of diffusion data allows diffusion properties to be compared across a population without any bias from macrostructural differences in tissue anatomy. Standard approaches perform spatial normalisation of diffusion tensors. However streamline tractography through lattices of tensors is mainly suited to reconstruction of major white matter fibres. In contrast probabilistic approaches allow tractography through areas of fibre crossing and low anisotropy. This study constructs a probabilistic white matter atlas by combining posterior distributions on the principal direction of diffusion (PDD) at each voxel for multiple subjects. Tracts are then propagated through the atlas using probabilistic tractography. These therefore represent a consensus for the population. We compare fractional anisotropy (FA) at all voxels along tracts between the insula and lingual gyrus across two populations: 20-30, and 60-90 years. This demonstrates age related changes in FA between frontal and posterior regions of the brain.
منابع مشابه
Automatic segmentation of MR images of the developing newborn brain q
This paper describes an automatic tissue segmentation method for newborn brains from magnetic resonance images (MRI). The analysis and study of newborn brain MRI is of great interest due to its potential for studying early growth patterns and morphological changes in neurodevelopmental disorders. Automatic segmentation of newborn MRI is a challenging task mainly due to the low intensity contras...
متن کاملA dynamic 4D probabilistic atlas of the developing brain
Probabilistic atlases are widely used in the neuroscience community as a tool for providing a standard space for comparison of subjects and as tissue priors used to enhance the intensity-based classification of brain MRI. Most efforts so far have focused on static brain atlases either for adult or pediatric cohorts. In contrast to the adult brain the rapid growth of the neonatal brain requires ...
متن کاملبررسی یافته های MRI مغزی در بیماران مبتلا به میگرن در مقایسه با افراد بدون میگرن
Background and purpose: Migraine affects about 12% of the general population and is one of the causes of cerebral parenchymal. Applying cross sectional imaging of brain particularly MRI opens a new approach in diagnosis of migraine pathogenesis and could highly influence the patients’ follow up program. We investigated anatomical MR imaging abnormality in people with and without migraine in sen...
متن کاملP27: Brain Network as a Pivotal Part in Intelligence Function
Neuroimaging findings have proposed that some brain regions including the precuneus, posterior cingulate, and medial prefrontal cortex play an essential role of a structural core in the brain. Network organization endures rapid alterations in development with changes in axonal synaptic connectivity, white matter volume, and the thickness of corresponding cortical regions. Structural maturation ...
متن کاملAutomatic segmentation of MR images of the developing newborn brain
This paper describes an automatic tissue segmentation method for newborn brains from magnetic resonance images (MRI). The analysis and study of newborn brain MRI is of great interest due to its potential for studying early growth patterns and morphological changes in neurodevelopmental disorders. Automatic segmentation of newborn MRI is a challenging task mainly due to the low intensity contras...
متن کامل