• DocumentCode
    2504528
  • 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
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    7808
  • Lastpage
    7811
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091924
  • Filename
    6091924