利用监督分割方法对T2 FLAIR脑图像进行白质高强度分割

S. S. Soh, T. Tan, T. A. I. T. Alang, E. Supriyanto
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引用次数: 1

摘要

白质高信号(White Matter hyperintensity, WMHs)在磁共振成像(MRI)上被认为是微血管缺血性损伤在穿透性小动脉血管分布中的直接表现,常见于老年人。进一步研究这个问题很重要,因为它可能与其他疾病有关。早期发现可能会延长人们的大脑健康,防止神经疾病的快速发展。在医学应用中,图像分割对于诊断图像中的异常非常有用。该过程包括预处理、分割和体积量化三个步骤。利用W2MHS工具箱对WMH进行分割,并将分割结果与LST进行比较。W2MHS的WMHs体积为90.61.30ml, LST为78.43ml。
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White matter hyperintensity segmentation on T2 FLAIR brain images using supervised segmentation method
White Matter Hyperintensities (WMHs) are suspected to be a direct manifestation of microvascular ischemic injury in the distribution of the penetrating arteriolar vessels on magnetic resonance imaging (MRI) and usually seen in elderly persons. Further study on this issue is important as it might relate to other diseases. Early detection might be able to prolong brain health in people and prevent the fast progression on neurology illness. Segmentation of image is very useful in medical applications to diagnose any abnormalities in the image. There are three step involved in these process which are preprocessing, segmentation and volume quantification. Segmentation of WMH is done by using W2MHS toolbox and the result is then being compared with LST. The WMHs volume for W2MHS is 90.61.30ml and LST is 78.43ml.
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