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Measurement of Relative Brain Atrophy in Neurodegenerative Diseases

机译:神经退行性疾病中相对脑萎缩的测量

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This paper presents a new methodology to be used in measuring brain atrophy on imaging exams of patients with neurodegenerative diseases. The methods foresee the usage of a mean brain that serves as a reference volume. Color maps were created following a cold-hot color scheme where highlighted regions of atrophy based on the standard deviation and mean values voxel-wise of the mean brain. Direct measures of the atrophy grade were obtained by statistical comparisons between the mean brain volume and regions identified as atrophied. The proposed method was evaluated using 35 patients, 16 had been previously diagnosed as Alzheimer cases, 7 as MCI, 2 as Vascular Dementia and 10 as Complainers. The mean brain used in this study was created using affine transformations to drive the necessary volume registration and were composed of healthy patients. All diagnostics followed a neuropsychological protocol.
机译:本文提出了一种新的方法,可用于在神经退行性疾病患者的影像学检查中测量脑萎缩。该方法预见了作为参考体积的平均大脑的使用。根据冷热配色方案创建颜色图,其中基于标准偏差和均值在脑部的体素水平,突出显示萎缩区域。通过平均脑容量与确定为萎缩区域的统计比较来获得萎缩等级的直接测量值。该方法对35例患者进行了评估,其中16例先前被诊断为阿尔茨海默病,7例为MCI,2例为血管性痴呆,10例为投诉人。本研究中使用的平均大脑是通过仿射变换创建的,以驱动必要的体积配准,并由健康患者组成。所有诊断均遵循神经心理学协议。

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