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Assessing intensity of white matter hyperintensity and normal appearing white matter in healthy adults

机译:评估健康成年人的白质高强度和正常出现的白质

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There have been interest on white matter hyperintensity (WMH) and normal white matter (WM) changes reported but have not yet been fully characterized. Different image sequences of magnetic resonance imaging (MRI) scans may shows different gray scale intensity. However, it is difficult to differentiate the intensity of normal WM and WMH as their intensities are visually not much different. In this study, normal WM and WMH changes were investigated based on their intensity to determine the correlation of WMH types and severity in brain of healthy subjects. The assessment was performed by using fully automatic WMH detection and computing algorithms. The main brain regions were segregated into gray matter (GM), normal WM, cerebrospinal fluid (CSF) and non-brain tissue. From the results, it shows that there was significant difference seen between normal appearing WM and hyperintense WM in terms of their intensity levels. The study shows that the development of WMH is prevalent to the occasion of normal WM changes. This is shows that WMH intensity reflects the level of WMH classes and severity; however, further investigations are needed to improve their efficiency.
机译:据报道,人们对白质过高症(WMH)和正常白质(WM)变化感兴趣,但尚未完全表征。磁共振成像(MRI)扫描的不同图像序列可能显示出不同的灰度强度。但是,很难区分正常WM和WMH的强度,因为它们的强度在视觉上差别不大。在这项研究中,根据正常人的WM和WMH变化的强度进行研究,以确定健康受试者大脑中WMH类型和严重程度的相关性。通过使用全自动WMH检测和计算算法进行评估。主要的大脑区域分为灰质(GM),正常WM,脑脊液(CSF)和非脑组织。从结果中可以看出,正常出现的WM和高强度WM在强度方面存在显着差异。研究表明,WMH的发展普遍发生在正常WM变化之际。这表明WMH强度反映了WMH类别和严重性的水平;但是,需要进一步研究以提高其效率。

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