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连续3D磁共振脑图像的精确配准及其在可视化神经退行性疾病变化中的应用。

Accurate registration of serial 3D MR brain images and its application to visualizing change in neurodegenerative disorders.

作者信息

Freeborough P A, Woods R P, Fox N C

机构信息

Dementia Research Group, National Hospital for Neurology and Neurosurgery, London, England.

出版信息

J Comput Assist Tomogr. 1996 Nov-Dec;20(6):1012-22. doi: 10.1097/00004728-199611000-00030.

Abstract

PURPOSE

To propose and assess methods that permit the accurate and robust registration of serially acquired 3D MR scans and to demonstrate their application in neurodegenerative disorders.

METHOD

3D T1-weighted brain images were obtained on two or more occasions from 10 normal subjects and 8 patients with neurodegenerative disorders (scan intervals 3-21 months). Variants of an automated registration procedure were compared according to the goodness and robustness of match in normal subjects. Consistency was measured using scan triplets. Change was visualized by "difference overlay images."

RESULTS

A multiresolution method was necessary for robust registration. Significant improvements in the registering of control scans were produced with voxel size correction (p < 0.05), matching only brain voxels (p < 0.05), and sinc interpolation (p < 0.05). Fast sinc resampling was 20 times faster than an equivalent previous method. Subvoxel accuracy was demonstrated. Difference overlay images showed little cerebral change in normal subjects; in Alzheimer disease patients, characteristic patterns of brain atrophy were observed even with scan intervals as short as 3 months.

CONCLUSION

This methodology permits subvoxel comparison of routinely acquired serial 3D MR brain scans. It is a sensitive method for tracking patterns and rates of neuroanatomical change.

摘要

目的

提出并评估能够实现对连续采集的3D磁共振扫描进行准确且稳健配准的方法,并展示其在神经退行性疾病中的应用。

方法

从10名正常受试者和8名神经退行性疾病患者身上在两个或更多时间点获取3D T1加权脑图像(扫描间隔为3 - 21个月)。根据正常受试者匹配的优劣和稳健性对自动配准程序的变体进行比较。使用扫描三联体测量一致性。通过“差异叠加图像”可视化变化。

结果

稳健配准需要多分辨率方法。体素大小校正(p < 0.05)、仅匹配脑体素(p < 0.05)和正弦插值(p < 0.05)在对照扫描配准方面产生了显著改善。快速正弦重采样比之前的等效方法快20倍。证明了亚体素精度。差异叠加图像显示正常受试者脑部变化很小;在阿尔茨海默病患者中,即使扫描间隔短至3个月也观察到了特征性的脑萎缩模式。

结论

该方法允许对常规采集的连续3D磁共振脑扫描进行亚体素比较。它是一种跟踪神经解剖学变化模式和速率的敏感方法。

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