Title :
Classifying brain shapes
Author :
Kruggel, E. ; Kovalev, K.
Author_Institution :
Max Planck Inst. of Cognitive Neurosci., Germany
Abstract :
Brain shapes do not necessarily form a continuum in some descriptor space, but may form clusters related to pre-determined genetical factors or acquired diseases. As a feasibility study for introducing a suitable descriptor space, the use of modal analysis was tested on a large brain database acquired in healthy young subjects. Significant shape differences due to gender were found, and intra-gender clusters were determined.
Keywords :
biomedical MRI; brain; finite element analysis; image classification; medical image processing; modal analysis; 3D deformation modes; MRI head scan; biomechanical FEM; brain shapes classification; clusters; descriptor space; gender differences; healthy young subjects; large brain database; modal analysis; normal population; shape descriptors; symmetric stiffness matrix; Brain; Databases; Diseases; Head; Humans; Modal analysis; Neuroscience; Shape control; Size control; Testing;
Conference_Titel :
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN :
981-04-7524-1
DOI :
10.1109/ICONIP.2002.1201982