Title :
Encoding Neuroanatomical Information using Weighted Spherical Harmonic Representation
Author :
Chung, Moo K. ; Dalton, Kim M. ; Davidson, Richard J.
Author_Institution :
Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison; Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison
Abstract :
Cortical surfaces can be modeled using the recently developed weighed spherical harmonic (SPHARM) representation. The weighted-SPHARM representation incorporates data smoothing, parametrization and surface registration in a unified mathematical framework. The weighted-SPHARM represents the surface coordinates as a weighted linear combination of spherical harmonics in such a way that it solves a heat equation. The representation can decomposes an arbitrary surface into symmetric and asymmetric parts with respect to mirror reflection. By analyzing this unique decomposition, surface asymmetry can be quantified. We have applied our technique in quantifying abnormal brain asymmetry in autistic subjects.
Keywords :
Autism; Biomedical informatics; Brain; Encoding; Equations; Laboratories; Mirrors; Shape; Smoothing methods; Surface fitting; Cortical Surface; Heat diffusion; Mirror Symmetry; SPHARM representation; Spherical Harmonics;
Conference_Titel :
Statistical Signal Processing, 2007. SSP '07. IEEE/SP 14th Workshop on
Conference_Location :
Madison, WI, USA
Print_ISBN :
978-1-4244-1198-6
Electronic_ISBN :
978-1-4244-1198-6
DOI :
10.1109/SSP.2007.4301236