DocumentCode :
380513
Title :
Evaluation of brain atrophy measures in MRI
Author :
Atkins, M.S. ; Orchard, J. ; Tory, M.K.
Author_Institution :
Sch. of Comput. Sci., Simon Fraser Univ., Burnaby, BC, Canada
Volume :
1
fYear :
2001
fDate :
2001
Firstpage :
616
Abstract :
Other researchers have proposed that the brain parenchymal fraction (or brain atrophy) may be a good surrogate measure for disease progression in patients with multiple sclerosis. This paper considers various factors influencing the measure of the brain parenchymal fraction obtained from head MRI scans. An automatic segmentation method for the brain and for the cerebral spinal fluid is evaluated and the sensitivity of the brain atrophy measure to various parameters is measured. We show that our automatic method can provide robust, reproducible brain atrophy measures.
Keywords :
biomedical MRI; brain; diseases; image segmentation; medical image processing; MRI; automatic method; automatic segmentation method; brain atrophy measures; brain parenchymal fraction; cerebral spinal fluid; disease progression; head MRI scans; multiple sclerosis patients; robust reproducible brain atrophy measures; sensitivity; Atrophy; Band pass filters; Diseases; Head; Magnetic resonance imaging; Multiple sclerosis; Robustness; Shape; Thickness measurement; Volume measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1019010
Filename :
1019010
Link To Document :
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