DocumentCode :
50146
Title :
Shape Analysis of the Human Brain: A Brief Survey
Author :
Nitzken, Matthew J. ; Casanova, Manuel F. ; Gimelfarb, Georgy ; Inanc, Tamer ; Zurada, Jacek M. ; El-Baz, Ayman
Author_Institution :
Bioeng. Dept., Univ. of Louisville, Louisville, KY, USA
Volume :
18
Issue :
4
fYear :
2014
fDate :
Jul-14
Firstpage :
1337
Lastpage :
1354
Abstract :
The survey outlines and compares popular computational techniques for quantitative description of shapes of major structural parts of the human brain, including medial axis and skeletal analysis, geodesic distances, Procrustes analysis, deformable models, spherical harmonics, and deformation morphometry, as well as other less widely used techniques. Their advantages, drawbacks, and emerging trends, as well as results of applications, in particular, for computer-aided diagnostics, are discussed.
Keywords :
anthropometry; biology computing; brain; shape measurement; Procrustes analysis; computer-aided diagnostics; deformable models; deformation morphometry; geodesic distances; human brain; medial axis; popular computational techniques; quantitative description; shape analysis; skeletal analysis; spherical harmonics; Accuracy; Analytical models; Informatics; Medical diagnostic imaging; Shape; Skeleton; Three-dimensional displays; Brain; diagnostics; shape analysis;
fLanguage :
English
Journal_Title :
Biomedical and Health Informatics, IEEE Journal of
Publisher :
ieee
ISSN :
2168-2194
Type :
jour
DOI :
10.1109/JBHI.2014.2298139
Filename :
6704321
Link To Document :
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