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阿尔茨海默病中大脑的组织分割

Tissue segmentation of the brain in Alzheimer disease.

作者信息

Tanabe J L, Amend D, Schuff N, DiSclafani V, Ezekiel F, Norman D, Fein G, Weiner M W

机构信息

Department of Radiology, University of California at San Francisco Medical Center 94121, USA.

出版信息

AJNR Am J Neuroradiol. 1997 Jan;18(1):115-23.

Abstract

PURPOSE

To compare brain tissue in patients with Alzheimer disease with that in elderly control subjects by using high-resolution MR imaging and quantitative tissue-segmentation techniques.

METHODS

MR imaging of the brain was performed in 21 patients with Alzheimer disease and 17 control subjects. A computerized segmentation program was used to quantify volumes of ventricular and sulcal cerebrospinal fluid (CSF), white matter, cortical gray matter, and white matter signal hyperintensity. Statistical analysis was performed using analysis of variance.

RESULTS

We found a significant decrease in total brain tissue and cortical gray matter and an increase in the ventricular and sulcal CSF in Alzheimer patients compared with control subjects. There was no difference in the volume of white matter. More white matter signal hyperintensities were found in Alzheimer patients, and a significant interaction between age and group was noted. Neuropsychological test scores correlated significantly with sulcal CSF in patients with Alzheimer disease.

CONCLUSION

Semiautomated segmentation of MR images of the brains of patients with Alzheimer disease reveals significant brain atrophy attributable to loss of cortical gray matter, which is compatible with the pathologic features of Alzheimer disease. There is also a significant increase in white matter signal hyperintensities. Tissue segmentation may increase our understanding of dementia but, as yet, when used alone, it does not play a role in the premorbid diagnosis of Alzheimer disease.

摘要

目的

通过使用高分辨率磁共振成像和定量组织分割技术,比较阿尔茨海默病患者与老年对照受试者的脑组织。

方法

对21例阿尔茨海默病患者和17例对照受试者进行脑部磁共振成像。使用计算机化分割程序量化脑室和脑沟脑脊液(CSF)、白质、皮质灰质和白质信号高信号的体积。采用方差分析进行统计分析。

结果

我们发现,与对照受试者相比,阿尔茨海默病患者的全脑组织和皮质灰质显著减少,脑室和脑沟脑脊液增加。白质体积无差异。在阿尔茨海默病患者中发现更多的白质信号高信号,并且注意到年龄与组之间存在显著交互作用。阿尔茨海默病患者的神经心理学测试分数与脑沟脑脊液显著相关。

结论

阿尔茨海默病患者脑部磁共振图像的半自动分割显示,由于皮质灰质丢失导致明显的脑萎缩,这与阿尔茨海默病的病理特征相符。白质信号高信号也显著增加。组织分割可能会增进我们对痴呆症的理解,但目前,单独使用时,它在阿尔茨海默病的病前诊断中不起作用。

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