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Atlas registration for edema-corrected MRI lesion volume in mouse stroke models

机译:在鼠标笔划模型中的水肿校正MRI病变量的图册注册

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摘要

Lesion volume measurements with magnetic resonance imaging are widely used to assess outcome in rodent models of stroke. In this study, we improved a mathematical framework to correct lesion size for edema which is based on manual delineation of the lesion and hemispheres. Furthermore, a novel MATLAB toolbox to register mouse brain MR images to the Allen brain atlas is presented. Its capability to calculate edema-corrected lesion size was compared to the manual approach. Automated image registration performed equally well in in a mouse middle cerebral artery occlusion model (Pearson r = 0.976, p = 2.265e-11). Information encapsulated in the registration was used to generate maps of edema induced tissue volume changes. These showed discrepancies to simplified tissue models underlying the manual approach. The presented techniques provide biologically more meaningful, voxel-wise biomarkers of vasogenic edema after stroke.
机译:具有磁共振成像的病变体积测量被广泛用于评估中风啮齿动物模型中的结果。 在这项研究中,我们改进了一种数学框架,以纠正基于手动描绘病变和半球的水肿的病变大小。 此外,提出了一种新的MATLAB工具箱,用于将鼠标脑MR图像注册到艾伦脑地图集。 将其计算水肿校正的病变大小的能力与手动方法进行了比较。 在小鼠中脑动脉闭塞模型中同样良好地进行了自动图像配准(Pearson R = 0.976,P = 2.265e-11)。 使用注册中封装的信息用于生成水肿诱导的组织体积变化的地图。 这些显示了手动方法的简化组织模型的差异。 所提出的技术在中风后提供生物学上更有意义的促血管生成水肿的生物标志物。

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