Measuring the thickness of the human cerebral cortex from magnetic resonance images

被引:4634
作者
Fischl, B [1 ]
Dale, AM [1 ]
机构
[1] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Nucl Magnet Resonance Ctr, Charlestown, MA 02129 USA
关键词
atrophy; morphometry; Huntington's; Alzheimer's; schizophrenia;
D O I
10.1073/pnas.200033797
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Accurate and automated methods for measuring the thickness of human cerebral cortex could provide powerful tools for diagnosing and studying a variety of neurodegenerative and psychiatric disorders. Manual methods for estimating cortical thickness from neuroimaging data are labor intensive, requiring several days of effort by a trained anatomist. Furthermore, the highly folded nature of the cortex is problematic for manual techniques, frequently resulting in measurement errors in regions in which the cortical surface is not perpendicular to any of the cardinal axes. As a consequence, it has been impractical to obtain accurate thickness estimates for the entire cortex in individual subjects, or group statistics for patient or control populations. Here. we present an automated method for accurately measuring the thickness of the cerebral cortex across the entire brain and for generating cross-subject statistics in a coordinate system based on cortical anatomy. The intersubject standard deviation of the thickness measures is shown to be less than 0.5 mm, implying the ability to detect focal atrophy in small populations or even individual subjects. The reliability and accuracy of this new method are assessed by within-subject test-retest studies, as well as by comparison of cross-subject regional thickness measures with published values.
引用
收藏
页码:11050 / 11055
页数:6
相关论文
共 41 条
[1]   Cognitive and neurobiologic markers of early Alzheimer disease [J].
Albert, MS .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1996, 93 (24) :13547-13551
[2]   Pathologic heterogeneity in clinically diagnosed corticobasal degeneration [J].
Boeve, BF ;
Maraganore, DM ;
Parisi, JE ;
Ahlskog, JE ;
Graff-Radford, N ;
Caselli, RJ ;
Dickson, DW ;
Kokmen, E ;
Petersen, RC .
NEUROLOGY, 1999, 53 (04) :795-800
[3]  
Brodmann K., 1909, VERLEICHENDE LOKALIS
[4]   THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE [J].
BURT, PJ ;
ADELSON, EH .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) :532-540
[5]   Deformable templates using large deformation kinematics [J].
Christensen, GE ;
Rabbitt, RD ;
Miller, MI .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1996, 5 (10) :1435-1447
[6]   Cortical surface-based analysis - I. Segmentation and surface reconstruction [J].
Dale, AM ;
Fischl, B ;
Sereno, MI .
NEUROIMAGE, 1999, 9 (02) :179-194
[7]   IMPROVED LOCALIZATION OF CORTICAL ACTIVITY BY COMBINING EEG AND MEG WITH MRI CORTICAL SURFACE RECONSTRUCTION - A LINEAR-APPROACH [J].
DALE, AM ;
SERENO, MI .
JOURNAL OF COGNITIVE NEUROSCIENCE, 1993, 5 (02) :162-176
[8]   Using a deformable surface model to obtain a shape representation of the cortex [J].
Davatzikos, C ;
Bryan, RN .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1996, 15 (06) :785-795
[9]   Frequency of hippocampal formation atrophy in normal aging and Alzheimer's disease [J].
deLeon, MJ ;
George, AE ;
Golomb, J ;
Tarshish, C ;
Convit, A ;
Kluger, A ;
DeSanti, S ;
McRae, T ;
Ferris, SH ;
Reisberg, B ;
Ince, C ;
Rusinek, H ;
Bobinski, M ;
Quinn, B ;
Miller, DC ;
Wisniewski, HM .
NEUROBIOLOGY OF AGING, 1997, 18 (01) :1-11
[10]  
Double KL, 1996, NEUROBIOL AGING, V17, P513