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
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;
Journal_Title :
Biomedical and Health Informatics, IEEE Journal of
DOI :
10.1109/JBHI.2014.2298139