Evaluation of Multiple Voxel-Based Morphometry Approaches and Applications in the Analysis of White Matter Changes in Temporal Lobe Epilepsy

被引:0
作者
Li, Wenjing [1 ]
He, Huiguang [1 ]
Lu, Jingjing [2 ]
Lv, Bin [1 ]
Li, Meng [1 ]
Jin, Zhengyu [2 ]
机构
[1] Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
[2] Beijing Union Med Coll Hosp, Dept Radiol, Beijing 100370, Peoples R China
来源
AUGMENTED REALITY ENVIRONMENTS FOR MEDICAL IMAGING AND COMPUTER-ASSISTED INTERVENTIONS | 2013年 / 8090卷
关键词
GRAY-MATTER; ATROPHY; SEGMENTATION; HIPPOCAMPAL;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The purpose of this study was to compare multiple voxel-based morphometry (VBM) approaches and analyze the whole-brain white matter (WM) changes in the unilateral temporal lobe epilepsy (TLE) patients relative to controls. In our study, the performance of the VBM approaches, including standard VBM, optimized VBM and VBM-DARTEL, was evaluated via a simulation, and then these VBM approaches were applied to the real data obtained from the TLE patients and controls. The results from simulation show that VBM-DARTEL performs the best among these VBM approaches. For the real data, WM reductions were found in the ipsilateral temporal lobe, the contralateral frontal and occipital lobes, the bilateral parietal lobes, cingulated gyrus, parahippocampal gyrus and brainstem of the left-TLE patients by VBM-DARTEL, which is consistent with previous studies. Our study demonstrated that DARTEL was the most robust and reliable approach for VBM analysis.
引用
收藏
页码:268 / 276
页数:9
相关论文
共 13 条
[1]   Voxel-based morphometry - The methods [J].
Ashburner, J ;
Friston, KJ .
NEUROIMAGE, 2000, 11 (06) :805-821
[2]   Unified segmentation [J].
Ashburner, J ;
Friston, KJ .
NEUROIMAGE, 2005, 26 (03) :839-851
[3]   A fast diffeomorphic image registration algorithm [J].
Ashburner, John .
NEUROIMAGE, 2007, 38 (01) :95-113
[4]   In vivo mapping of gray matter loss with voxel-based morphometry in mild Alzheimer's disease [J].
Baron, JC ;
Chételat, G ;
Desgranges, B ;
Perchey, G ;
Landeau, B ;
de la Sayette, V ;
Eustache, F .
NEUROIMAGE, 2001, 14 (02) :298-309
[5]   Can voxel based morphometry, manual segmentation and automated segmentation equally detect hippocampal volume differences in acute depression? [J].
Bergouignan, Loretxu ;
Chupin, Marie ;
Czechowska, Yvonne ;
Kinkingnehun, Serge ;
Lemogne, Cedric ;
Le Bastard, Guillaume ;
Lepage, Martin ;
Garnero, Line ;
Colliot, Olivier ;
Fossati, Philippe .
NEUROIMAGE, 2009, 45 (01) :29-37
[6]   Whole-brain voxel-based statistical analysis of gray alter and white matter in temporal lobe epilepsy [J].
Bernasconi, N ;
Duchesne, S ;
Janke, A ;
Lerch, J ;
Collins, DL ;
Bernasconi, A .
NEUROIMAGE, 2004, 23 (02) :717-723
[7]   Seizure frequency and lateralization affect progression of atrophy in temporal lobe epilepsy [J].
Coan, A. C. ;
Appenzeller, S. ;
Bonilha, L. ;
Li, L. M. ;
Cendes, F. .
NEUROLOGY, 2009, 73 (11) :834-842
[8]   A voxel-based morphometric study of ageing in 465 normal adult human brains [J].
Good, CD ;
Johnsrude, IS ;
Ashburner, J ;
Henson, RNA ;
Friston, KJ ;
Frackowiak, RSJ .
NEUROIMAGE, 2001, 14 (01) :21-36
[9]   Simulation of tissue atrophy using a topology preserving transformation model [J].
Karaçali, B ;
Davatzikos, C .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2006, 25 (05) :649-652
[10]   Comparison of standard and optimized voxel-based morphometry for analysis of brain changes associated with temporal lobe epilepsy [J].
Keller, SS ;
Wilke, M ;
Wieshmann, UC ;
Sluming, VA ;
Roberts, N .
NEUROIMAGE, 2004, 23 (03) :860-868