• DocumentCode
    1814901
  • Title

    Mapping ventricular changes related to dementia and mild cognitive impairment in a large community-based cohort

  • Author

    Carmichael, Owen T. ; Thompson, Paul M. ; Dutton, Rebecca A. ; Lu, Allen ; Lee, Sharon E. ; Lee, Jessica Y. ; Kuller, Lewis H. ; Lopez, Oscar L. ; Aizenstein, Howard J. ; Meltzer, C.C. ; Liu, Yanxi ; Toga, Arthur W. ; Becker, James T.

  • Author_Institution
    Dept. of Neurology, California Univ., Davis, CA
  • fYear
    2006
  • fDate
    6-9 April 2006
  • Firstpage
    315
  • Lastpage
    318
  • Abstract
    We present a fully-automated technique for visualizing localized cerebral ventricle shape differences between large clinical subject groups who have received a magnetic resonance (MR) image scan. The technique combines a robust, automated technique for ventricular segmentation with a 3D surface-based radial thickness mapping approach that allows spatially-localized statistical tests of relative shape differences between clinical groups. The technique is used to analyze localized ventricular expansion in Alzheimer´s disease (AD) and mild cognitive impairment (MCI) in a large cohort of community-dwelling elderly individuals (N=339). The resulting maps are the first to chart localized ventricular dilation in a cohort of this size. Besides showing patterns of ventricular expansion that may be consistent with the spatial progression of AD-related pathology, the maps reveal new information about localized ventricular atrophy that may have been overlooked to date. A detailed understanding of spatial atrophy patterns may be useful for early disease detection or for patient monitoring in drug trials
  • Keywords
    biomedical MRI; brain; cognition; diseases; image segmentation; medical image processing; 3D surface-based radial thickness mapping; Alzheimer disease; community-dwelling elderly individuals; dementia; drug trials; early disease detection; large community-based cohort; localized cerebral ventricle shape differences; localized ventricular atrophy; localized ventricular dilation; magnetic resonance image; mild cognitive impairment; patient monitoring; spatial atrophy patterns; spatially-localized statistical tests; ventricular change mapping; ventricular expansion; ventricular segmentation; Alzheimer´s disease; Atrophy; Automatic testing; Dementia; Image segmentation; Magnetic analysis; Magnetic resonance; Robustness; Shape; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: Nano to Macro, 2006. 3rd IEEE International Symposium on
  • Conference_Location
    Arlington, VA
  • Print_ISBN
    0-7803-9576-X
  • Type

    conf

  • DOI
    10.1109/ISBI.2006.1624916
  • Filename
    1624916