The boundary shift integral: An accurate and robust measure of cerebral volume changes from registered repeat MRI

被引:301
作者
Freeborough, PA
Fox, NC
机构
[1] Dementia Research Group, National Hospital for Neurology and Neurosurgery, London WC1N 3BG
[2] Dementia Research Group, National Hospital for Neurology and Neurosurgery
关键词
atrophy; brain; MRI; registration;
D O I
10.1109/42.640753
中图分类号
TP39 [计算机的应用];
学科分类号
081203 [计算机应用技术]; 0835 [软件工程];
摘要
We propose the boundary shift integral (BSI) as a measure of cerebral volume changes derived from registered repeat three-dimensional (3-D) magnetic resonance (MR) [3D MR] scans, The BSI determines the total volume through which the boundaries of a given cerebral structure have moved and, hence, the volume change, directly from voxel intensities, We found brain and ventricular BSI's correlated tightly (r = 1.000 and r = 0.999) with simulated volumes of change, Applied to 21 control scan pairs and 11 scan pairs from Alzheimer's disease (AD) patients (mean interval 386 days) the BSI yielded mean brain volume loss of 1.8 cc (controls) and 34.7 cc (AD); the control group was tightly bunched (SD = 3.8 cc) and there was wide group separation, the group means differing by 8.7 control group satndard deviations (SD's), A measure based on the same segmentation used by the BSI yielded similar group means, but wide spread in the control group (SD = 13.4 cc) and group overlap, the group means differing by 2.8 control group SD's, The BSI yielded mean ventricular volume losses of 0.4 cc (controls) and 10.1 cc (AD), Good linear correlation (r = 0.997) was obtained between the ventricular BSI and the difference in their segmented volumes, We conclude the BSI is an accurate and robust measure of regional and global cerebral volume changes.
引用
收藏
页码:623 / 629
页数:7
相关论文
共 8 条
[1]
Visualisation and quantification of rates of atrophy in Alzheimer's disease [J].
Fox, NC ;
Freeborough, PA ;
Rossor, MN .
LANCET, 1996, 348 (9020) :94-97
[2]
Interactive algorithms for the segmentation and quantitation of 3-D MRI brain scans [J].
Freeborough, PA ;
Fox, NC ;
Kitney, RI .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 1997, 53 (01) :15-25
[3]
Accurate registration of serial 3D MR brain images and its application to visualizing change in neurodegenerative disorders [J].
Freeborough, PA ;
Woods, RP ;
Fox, NC .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1996, 20 (06) :1012-1022
[4]
FREEBOROUGH PA, 1996, P ISMRM, V3, P1654
[5]
A REGISTRATION AND INTERPOLATION PROCEDURE FOR SUBVOXEL MATCHING OF SERIALLY ACQUIRED MR-IMAGES [J].
HAJNAL, JV ;
SAEED, N ;
SOAR, EJ ;
OATRIDGE, A ;
YOUNG, IR ;
BYDDER, GM .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1995, 19 (02) :289-296
[6]
DETECTION OF SUBTLE BRAIN CHANGES USING SUBVOXEL REGISTRATION AND SUBTRACTION OF SERIAL MR-IMAGES [J].
HAJNAL, JV ;
SAEED, N ;
OATRIDGE, A ;
WILLIAMS, EJ ;
YOUNG, IR ;
BYDDER, GM .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1995, 19 (05) :677-691
[7]
HOHNE KH, 1992, J COMPUT ASSIST TOMO, V16, P285, DOI 10.1097/00004728-199203000-00019
[8]
REGISTRATION OF IMAGES FROM SEQUENTIAL MR STUDIES OF THE BRAIN [J].
NELSON, SJ ;
NALBANDIAN, AB ;
PROCTOR, E ;
VIGNERON, DB .
JMRI-JOURNAL OF MAGNETIC RESONANCE IMAGING, 1994, 4 (06) :877-883