A new method to measure cortical growth in the developing brain.

作者: Andrew K. Knutsen , Yulin V. Chang , Cindy M. Grimm , Ly Phan , Larry A. Taber

DOI: 10.1115/1.4002430

关键词:

摘要: Folding of the cerebral cortex is a critical phase brain development in higher mammals but biomechanics folding remain incompletely understood. During folding, growth cortical surface heterogeneous and anisotropic. We developed applied new technique to measure spatial directional variations from longitudinal magnetic resonance imaging (MRI) studies single animal or human subject. MRI provides high resolution 3D image volumes at different stages development. Surface representations are obtained by segmentation these volumes. Estimation local between two times requires establishment point-to-point correspondence ("registration") surfaces measured those times. Here we present novel approach for registration which an energy function minimized solving partial differential equation on spherical surface. The includes strain-energy term due distortion "error energy" mismatch features. This algorithm, implemented with finite element method, brings features into approximate alignment while minimizing deformation regions without explicit matching criteria. method was validated application three simulated test cases characterize ferret during folding. Cortical were created data acquired vivo 14 days, 21 28 days life. Deformation gradient Lagrangian strain tensors describe kinematics over this interval. These quantitative results illuminate spatial, temporal, patterns

参考文章(27)
Anand Joshi, Richard Leahy, Arthur W. Toga, David Shattuck, A Framework for Brain Registration via Simultaneous Surface and Volume Flow information processing in medical imaging. ,vol. 21, pp. 576- 588 ,(2009) , 10.1007/978-3-642-02498-6_48
Marc Vaillant, Joan Glaunès, Surface matching via currents information processing in medical imaging. ,vol. 19, pp. 381- 392 ,(2005) , 10.1007/11505730_32
Hui Xue, Latha Srinivasan, Shuzhou Jiang, Mary Rutherford, A. David Edwards, Daniel Rueckert, Joseph V. Hajnal, Longitudinal cortical registration for developing neonates medical image computing and computer assisted intervention. ,vol. 10, pp. 127- 135 ,(2007) , 10.1007/978-3-540-75759-7_16
Christopher D. Kroenke, Erin N. Taber, Lindsey A. Leigland, Andrew K. Knutsen, Philip V. Bayly, Regional Patterns of Cerebral Cortical Differentiation Determined by Diffusion Tensor MRI Cerebral Cortex. ,vol. 19, pp. 2916- 2929 ,(2009) , 10.1093/CERCOR/BHP061
Demetri Terzopoulos, John Platt, Alan Barr, Kurt Fleischer, Elastically deformable models Proceedings of the 14th annual conference on Computer graphics and interactive techniques - SIGGRAPH '87. ,vol. 21, pp. 205- 214 ,(1987) , 10.1145/37401.37427
Trudy Pang, Ramin Atefy, Volney Sheen, Malformations of cortical development The Neurologist. ,vol. 14, pp. 181- 191 ,(2008) , 10.1097/NRL.0B013E31816606B9
Tianming Liu, Dinggang Shen, Christos Davatzikos, Deformable registration of cortical structures via hybrid volumetric and surface warping. NeuroImage. ,vol. 22, pp. 1790- 1801 ,(2004) , 10.1016/J.NEUROIMAGE.2004.04.020