Registration based cortical thickness measurement

被引:191
作者
Das, Sandhitsu R. [1 ]
Avants, Brian B. [1 ]
Grossman, Murray [2 ]
Gee, James C. [1 ]
机构
[1] Univ Penn, Sch Med, Dept Radiol, PICSL, Philadelphia, PA 19104 USA
[2] Univ Penn, Sch Med, Dept Neurol, Philadelphia, PA 19104 USA
关键词
Cortex; Thickness; Diffeomorphism; Euclidean distance; Deformable models; Longitudinal; FTD; AUTOMATED 3-D EXTRACTION; HUMAN CEREBRAL-CORTEX; ALZHEIMERS-DISEASE; FRONTOTEMPORAL DEMENTIA; MR-IMAGES; SEGMENTATION; SURFACES; VALIDATION; ALGORITHM; PROFILES;
D O I
10.1016/j.neuroimage.2008.12.016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Cortical thickness is an important biomarker for image-based studies of the brain. A diffeomorphic registration based cortical thickness (DiReCT) measure is introduced where a continuous one-to-one correspondence between the gray matter-white matter interface and the estimated gray matter-cerebrospinal fluid interface is given by a diffeomorphic mapping in the image space. Thickness is then defined in terms of a distance measure between the interfaces of this sheet like structure. This technique also provides a natural way to compute continuous estimates of thickness within buried sulci by preventing opposing gray matter banks from intersecting. In addition, the proposed method incorporates neuroanatomical constraints on thickness values as part of the mapping process. Evaluation of this method is presented on synthetic images. As an application to brain images, a longitudinal study of thickness change in frontotemporal dementia (FTD) spectrum disorder is reported. (C) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码:867 / 879
页数:13
相关论文
共 52 条
[41]  
Scott MLJ, 2005, LECT NOTES COMPUT SC, V3750, P878, DOI 10.1007/11566489_108
[42]   Longitudinal mapping of cortical thickness and brain growth in normal children [J].
Sowell, ER ;
Thompson, PM ;
Leonard, CM ;
Welcome, SE ;
Kan, E ;
Toga, AW .
JOURNAL OF NEUROSCIENCE, 2004, 24 (38) :8223-8231
[43]  
Srivastava S, 2003, LECT NOTES COMPUT SC, V2879, P488
[44]   Abnormal cortical complexity and thickness profiles mapped in Williams syndrome [J].
Thompson, PM ;
Lee, AD ;
Dutton, RA ;
Geaga, JA ;
Hayashi, KM ;
Eckert, MA ;
Bellugi, U ;
Galaburda, AM ;
Korenberg, JR ;
Mills, DL ;
Toga, AW ;
Reiss, AL .
JOURNAL OF NEUROSCIENCE, 2005, 25 (16) :4146-4158
[45]   Mapping cortical change in Alzheimer's disease, brain development, and schizophrenia [J].
Thompson, PM ;
Hayashi, KM ;
Sowell, ER ;
Gogtay, N ;
Giedd, JN ;
Rapoport, JL ;
de Zubicaray, GI ;
Janke, AL ;
Rose, SE ;
Semple, J ;
Doddrell, DM ;
Wang, YL ;
van Erp, TGM ;
Cannon, TD ;
Toga, AW .
NEUROIMAGE, 2004, 23 :S2-S18
[46]   Automated extraction of the cortical sulci based on a supervised learning approach [J].
Tu, Zhuowen ;
Zheng, Songfeng ;
Yuille, Alan L. ;
Reiss, Allan L. ;
Dutton, Rebecca A. ;
Lee, Agatha D. ;
Galaburda, Albert M. ;
Dinov, Ivo ;
Thompson, Paul M. ;
Toga, Arthur W. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2007, 26 (04) :541-552
[47]   Functional and structural mapping of human cerebral cortex: Solutions are in the surfaces [J].
Van Essen, DC ;
Drury, HA ;
Joshi, S ;
Miller, MI .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (03) :788-795
[48]  
Von Economo C., 1929, The Cytoarchitectonics of the Human Cerebral Cortex
[49]   An Eulerian PDE approach for computing tissue thickness [J].
Yezzi, AJ ;
Prince, JL .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (10) :1332-1339
[50]   User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability [J].
Yushkevich, Paul A. ;
Piven, Joseph ;
Hazlett, Heather Cody ;
Smith, Rachel Gimpel ;
Ho, Sean ;
Gee, James C. ;
Gerig, Guido .
NEUROIMAGE, 2006, 31 (03) :1116-1128