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基于配准的皮层厚度测量。

Registration based cortical thickness measurement.

作者信息

Das Sandhitsu R, Avants Brian B, Grossman Murray, Gee James C

机构信息

Department of Radiology, University of Pennsylvania School of Medicine, Philadelphia, PA, USA.

出版信息

Neuroimage. 2009 Apr 15;45(3):867-79. doi: 10.1016/j.neuroimage.2008.12.016. Epub 2008 Dec 25.

Abstract

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.

摘要

皮质厚度是基于图像的脑研究中的一个重要生物标志物。本文介绍了一种基于微分同胚配准的皮质厚度(DiReCT)测量方法,其中灰质-白质界面与估计的灰质-脑脊液界面之间的连续一一对应关系由图像空间中的微分同胚映射给出。然后根据这种片状结构界面之间的距离测量来定义厚度。该技术还提供了一种自然的方法,通过防止相对的灰质岸相交来计算埋藏脑沟内厚度的连续估计值。此外,所提出的方法将对厚度值的神经解剖学约束纳入映射过程中。在合成图像上展示了该方法的评估。作为脑图像的一个应用,报告了一项关于额颞叶痴呆(FTD)谱系障碍厚度变化的纵向研究。

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