DocumentCode :
3380642
Title :
Voxel-Based Morphometric Study of Brain Regions from Magnetic Resonance Images in Temporal Lobe Epilepsy
Author :
Shaker, Matineh ; Soltanian-Zadeh, Hamid
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Tehran, Tehran
fYear :
2008
fDate :
24-26 March 2008
Firstpage :
209
Lastpage :
212
Abstract :
The aim of this study was to analyze the brain structures in temporal lobe epilepsy (TLE) using 3D T1-weighed magnetic resonance images (MRI). We used a method of voxel-based morphometry (VBM) with the unified segmentation framework to examine the effects of TLE on specific brain structures in 22 patients. Also, 18 healthy control subjects were included in this study for group comparison. We accomplished GM segmentation, spatial normalization, and intensity non-uniformity correction in the same model. Besides, removal of nonbrain voxels and compensation of spatial normalization effects were performed in this study. Student´s t-test statistical models of differences between gray matter concentration (GMC) of patients and controls were obtained using a general linear model (GLM). Compared to controls, TLE presented GMC reduction in hippocampus, amygdala, and entorhinal cortex. Comparison of abnormal areas detected by VBM method and manual delineation of these structures confirms the obtained results.
Keywords :
biomedical MRI; brain; image segmentation; medical image processing; neurophysiology; statistical testing; GM segmentation; GMC reduction; T1-weighed MRI; brain structures; general linear model; gray matter concentration; intensity nonuniformity correction; magnetic resonance images; nonbrain voxel removal; spatial normalization effect compensation; t-test statistical models; temporal lobe epilepsy; voxel-based morphometry; Brain modeling; Diseases; Epilepsy; Hippocampus; Image analysis; Image segmentation; Magnetic analysis; Magnetic resonance; Magnetic resonance imaging; Temporal lobe;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Analysis and Interpretation, 2008. SSIAI 2008. IEEE Southwest Symposium on
Conference_Location :
Santa Fe, NM
Print_ISBN :
978-1-4244-2296-8
Electronic_ISBN :
978-1-4244-2297-5
Type :
conf
DOI :
10.1109/SSIAI.2008.4512322
Filename :
4512322
Link To Document :
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