Spatial registration of digital brain atlases based on fuzzy set theory

被引:7
作者
Berks, G [1 ]
Ghassemi, A [1 ]
von Keyserlingk, DG [1 ]
机构
[1] Univ Technol, RWTH, Dept Anat 1, D-52057 Aachen, Germany
关键词
digital brain atlas; three-dimensional imaging; image registration; surface matching;
D O I
10.1016/S0895-6111(00)00038-0
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We present a semiautomatic method based on fuzzy set theory for adjusting a computerized brain atlas to magnetic resonance images (MRIs) of the human cerebral cortex. The atlas was registered to three-dimensional MRI data sets of 10 healthy volunteers. After a global matching using the external contour. of the brain, several local procedures were performed regarding selected primary furrows and cytoarchitectonic areas. The final transformation matrix was calculated with respect to these anatomical structures and to their local matrices. Evaluation revealed an increase in accuracy as expressed by a reduction of the visible mismatch with respect to the registration of cortical and subcortical brain structures. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 48 条
[11]  
Cuchet E, 1995, J Image Guid Surg, V1, P198, DOI 10.1002/(SICI)1522-712X(1995)1:4<198::AID-IGS2>3.0.CO
[12]  
2-5
[13]   Automatic registration of 3D MR images with a computerized brain atlas [J].
Cuisenaire, O ;
Thiran, JP ;
Macq, B ;
Michel, C ;
DeVolder, A ;
Marques, F .
MEDICAL IMAGING 1996: IMAGE PROCESSING, 1996, 2710 :438-448
[14]   Image registration based on boundary mapping [J].
Davatzikos, C ;
Prince, JL ;
Bryan, RN .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1996, 15 (01) :112-115
[15]  
DELMAS A, 1959, TOPOMETRIE CRANIO EN
[16]  
ERICKSON BJ, 1993, AM J NEURORADIOL, V14, P713
[17]   ELASTICALLY DEFORMING 3D ATLAS TO MATCH ANATOMICAL BRAIN IMAGES [J].
GEE, JC ;
REIVICH, M ;
BAJCSY, R .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1993, 17 (02) :225-236
[18]   Correcting scaling errors in tomographic images using a nine degree of freedom registration algorithm [J].
Hill, DLG ;
Maurer, CR ;
Studholme, C ;
Fitzpatrick, JM ;
Hawkes, DJ .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1998, 22 (02) :317-323
[19]  
Hogan RE, 1996, AM J NEURORADIOL, V17, P793
[20]   THE BRAIN - INTEGRATED 3-DIMENSIONAL DISPLAY OF MR AND PET IMAGES [J].
LEVIN, DN ;
HU, XP ;
TAN, KK ;
GALHOTRA, S ;
PELIZZARI, CA ;
CHEN, GTY ;
BECK, RN ;
CHEN, CT ;
COOPER, MD ;
MULLAN, JF ;
HEKMATPANAH, J ;
SPIRE, JP .
RADIOLOGY, 1989, 172 (03) :783-789