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
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;
Conference_Titel :
Biomedical Imaging: Nano to Macro, 2006. 3rd IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-9576-X
DOI :
10.1109/ISBI.2006.1624916