DocumentCode
1267954
Title
Consideration of the method of image diagnosis with respect to frontal lobe atrophy
Author
Sato, K. ; Sugawara, K. ; Narita, Y. ; Namura, I.
Author_Institution
Min. Coll., Akita Univ., Japan
Volume
43
Issue
6
fYear
1996
fDate
12/1/1996 12:00:00 AM
Firstpage
3230
Lastpage
3239
Abstract
Proposes a segmentation method for a quantitative image diagnosis as a means of realizing an objective diagnosis of the frontal lobe atrophy. From the data obtained on the grade of membership, the fractal dimensions of the cerebral tissue [cerebral spinal fluid (CSF), gray matter, and white matter] and the contours are estimated. The mutual relationship between the degree of atrophy and the fractal dimension has been analyzed based on the estimated fractal dimensions. Using a sample of 42 male and female cases, ranging In age from 50´s to 70´s, it has been concluded that the frontal lobe atrophy can be quantified by regarding it as an expansion of CSF region on the magnetic resonance imaging (MRI) of the brain. Furthermore, when the process of frontal lobe atrophy is separated into early and advanced stages, the volumetric change of CSF and white matter in frontal lobe displays meaningful differences between the two stages, demonstrating that the fractal dimension of CSF rises with the progress of atrophy. Moreover, an interpolation method for three-dimensional (3-D) shape reconstruction of the region of diagnostic interest is proposed and 3-D shape visualization, with respect to the degree and form of atrophy, is performed on the basis of the estimated fractal dimension of the segmented cerebral tissue
Keywords
biomedical NMR; brain; fractals; image segmentation; medical image processing; 3-D shape visualization; 50 to 70 y; brain magnetic resonance imaging; cerebral spinal fluid; cerebral tissue; fractal dimension; fractal dimensions; frontal lobe atrophy; gray matter; image diagnosis method; interpolation method; medical diagnostic imaging; objective diagnosis; quantitative image diagnosis; segmentation method; white matter; Atrophy; Displays; Fractals; Image reconstruction; Image segmentation; Interpolation; Magnetic analysis; Magnetic resonance imaging; Shape; Visualization;
fLanguage
English
Journal_Title
Nuclear Science, IEEE Transactions on
Publisher
ieee
ISSN
0018-9499
Type
jour
DOI
10.1109/23.552723
Filename
552723
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