Title :
Volume- and Surface-Based fMRI Analysis; Geometric Influence of Smoothing Kernel
Author :
Jo, Hang Joon ; Lee, Jong Min ; Chee, Young Joon ; Kim, In-Young ; Kim, Sun I.
Author_Institution :
Dept. of Biomed. Eng., Hanyang Univ., Seoul
Abstract :
As improvements in cortical surface modeling allowed accurate cortical topology in brain imaging studies, surface-based methods for the analysis of functional magnetic resonance imaging (fMRI) were introduced to overcome the topological deficiency of commonly used volume-based methods. The difference between the two methods is mainly due to the smoothing techniques applied. In this study, we processed simulated echo planar imaging datasets with each method to present the difference between volume- and surface-based analysis methods to show the influence of smoothing kernels introduced volume- and surface-based fMRI analysis.
Keywords :
biomedical MRI; brain; medical image processing; neurophysiology; brain imaging studies; cortical surface modeling; cortical topology; functional magnetic resonance imaging; geometric influence; simulated echo planar imaging dataset; smoothing kernel; surface-based fMRI analysis; volume-based fMRI analysis; Biomedical engineering; Brain modeling; Image analysis; Imaging phantoms; Kernel; Magnetic analysis; Magnetic resonance imaging; Smoothing methods; Surface reconstruction; Topology;
Conference_Titel :
Neural Engineering, 2007. CNE '07. 3rd International IEEE/EMBS Conference on
Conference_Location :
Kohala Coast, HI
Print_ISBN :
1-4244-0792-3
Electronic_ISBN :
1-4244-0792-3
DOI :
10.1109/CNE.2007.369661