Reconstruction of central cortical surface from brain MRI images: Method and application

被引:67
作者
Liu, Tianming [1 ,2 ]
Nie, Jingxin [1 ,2 ,3 ]
Tarokh, Ashley [4 ]
Guo, Lei [3 ]
Wong, Stephen T. C. [1 ,2 ]
机构
[1] Methodist Hosp, CBI, Res Inst, Houston, TX 77030 USA
[2] Methodist Hosp, Weill Cornell Med Coll, Dept Radiol, Houston, TX 77030 USA
[3] Northwestern Polytech Univ, Sch Automat, Xian 710072, Peoples R China
[4] Brigham & Womens Hosp, Dept Radiol, Funct & Mol Imaging Ctr, Boston, MA 02115 USA
关键词
D O I
10.1016/j.neuroimage.2007.12.027
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Reconstruction of the central surface representation of the cerebral cortex is an important means to study the structure and function of the human brain. In this paper, we propose a novel method based on an elastic transform vector field to drive a deformable model for the reconstruction of the central cortical surface. Both simulated brain cortexes and real brain images are used to evaluate this approach. We applied the surface reconstruction method and a hybrid volumetric and surface registration algorithm to detect simulated brain atrophy. Experimental results show that the central cortical surface representation has better performance in detecting simulated atrophy than the traditionally used inner or outer cortical surface representations. (C) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:991 / 1002
页数:12
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