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使用自动图像配准生成阿尔茨海默病患者的平均脑单光子发射计算机断层扫描图像。

Use of automated image registration to generate mean brain SPECT image of Alzheimer's patients.

作者信息

Imran M B, Kawashima R, Awata S, Sato K, Kinomura S, Ito H, Ono S, Yoshioka S, Sato M, Fukuda H

机构信息

Department of Nuclear Medicine and Radiology, Tohoku University, Sendai, Japan.

出版信息

Ann Nucl Med. 1998 Jun;12(3):127-32. doi: 10.1007/BF03164776.

Abstract

UNLABELLED

The purpose of this study was to compute and compare the group mean HMPAO brain SPECT images of patients with senile dementia of Alzheimer's type (SDAT) and age matched control subjects after transformation of the individual images to a standard size and shape.

METHODS

Ten patients with Alzheimer's disease (age 71.6 +/- 5.0 yr) and ten age matched normal subjects (age 71.0 +/- 6.1 yr) participated in this study. Tc-99m HMPAO brain SPECT and X-ray CT scans were acquired for each subject. SPECT images were normalized to an average activity of 100 counts/pixel. Individual brain images were transformed to a standard size and shape with the help of Automated Image Registration (AIR). Realigned brain SPECT images of both groups were used to generate mean and standard deviation images by arithmetic operations on voxel based numerical values. Mean images of both groups were compared by applying the unpaired t-test on a voxel by voxel basis to generate three dimensional T-maps. X-ray CT images of individual subjects were evaluated by means of a computer program for brain atrophy.

RESULTS

A significant decrease in relative radioisotope (RI) uptake was present in the bilateral superior and inferior parietal lobules (p < 0.05), bilateral inferior temporal gyri, and the bilateral superior and middle frontal gyri (p < 0.001). The mean brain atrophy indices for patients and normal subjects were 0.853 +/- 0.042 and 0.933 +/- 0.017 respectively, the difference being statistically significant (p < 0.001).

CONCLUSION

The use of a brain image standardization procedure increases the accuracy of voxel based group comparisons. Thus, intersubject averaging enhances the capacity for detection of abnormalities in functional brain images by minimizing the influence of individual variation.

摘要

未标注

本研究的目的是在将个体图像转换为标准大小和形状后,计算并比较阿尔茨海默型老年痴呆症(SDAT)患者和年龄匹配的对照受试者的组平均HMPAO脑SPECT图像。

方法

10名阿尔茨海默病患者(年龄71.6±5.0岁)和10名年龄匹配的正常受试者(年龄71.0±6.1岁)参与了本研究。为每个受试者进行了Tc-99m HMPAO脑SPECT和X射线CT扫描。SPECT图像被归一化为平均活性100计数/像素。借助自动图像配准(AIR)将个体脑图像转换为标准大小和形状。通过对基于体素的数值进行算术运算,使用两组重新对齐的脑SPECT图像生成均值和标准差图像。通过在逐个体素的基础上应用不成对t检验来比较两组的均值图像,以生成三维T图。通过一个用于脑萎缩的计算机程序评估个体受试者的X射线CT图像。

结果

双侧顶叶上下小叶(p<0.05)、双侧颞下回以及双侧额上回和额中回(p<0.001)的相对放射性同位素(RI)摄取显著降低。患者和正常受试者的平均脑萎缩指数分别为0.853±0.042和0.933±0.017,差异具有统计学意义(p<0.001)。

结论

使用脑图像标准化程序可提高基于体素的组间比较的准确性。因此,受试者间平均通过最小化个体变异的影响,增强了检测功能性脑图像中异常的能力。

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