Title :
Comparison between skeleton-based and atlas-based approach in the assessment of corpus callosum damages in Mild Cognitive Impairment and Alzheimer Disease
Author :
Preti, Maria Giulia ; Laganà, Maria Marcella ; Baglio, Francesca ; Griffanti, Ludovica ; Nemni, Raffaello ; Cecconi, Pietro ; Baselli, Giuseppe
Author_Institution :
Dipt. di Bioingegneria, Politec. di Milano, Milan, Italy
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
The damage of specific bundles in the brain white matter (WM) is currently assessed in Alzheimer Disease (AD) and amnestic Mild Cognitive Impairment (aMCI) by tractography based on diffusion tensor imaging (DTI) and the consequent evaluation of diffusion parameters in reconstructed tracts. Controversial results may be due to the use of different techniques. This work aims at comparing an atlas-based technique to compute fractional anisotropy (FA) in specific tracts with the voxelwise approach of Tract-Based Spatial Statistics (TBSS). FA was evaluated in 7 portions of the corpus callosum (CC) of 10 elderly healthy controls (HC), 10 aMCI and 10 mild AD patients with both approaches. Atlas-based tractography revealed concordant results with TBSS, displaying the same significant differences between AD and HC and no significant difference between aMCI and HC. However, as regards the AD to aMCI contrast only the atlas-based method was able to find significantly lowered FA in AD in frontal and parietal CC portions. This finding shows that a proper analysis which considers a higher number of voxels, not restricting the observation to the skeleton in the assessment of CC damages, could be useful for AD to aMCI differential diagnosis and prognosis.
Keywords :
biodiffusion; biomedical MRI; bone; brain; cognition; diseases; image reconstruction; medical image processing; statistical analysis; Alzheimer disease; atlas-based approach; brain white matter; corpus callosum damages; diagnosis; diffusion parameters; diffusion tensor imaging; fractional anisotropy; mild cognitive impairment; prognosis; reconstructed tracts; skeleton-based approach; tract-based spatial statistics; tractography; Alzheimer´s disease; Diffusion tensor imaging; Probabilistic logic; Skeleton; Tensile stress; Aged; Alzheimer Disease; Anisotropy; Bone and Bones; Case-Control Studies; Corpus Callosum; Diffusion Tensor Imaging; Female; Humans; Male; Mild Cognitive Impairment;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091924