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Standardizing the MR image intensity scales: making MR intensities have tissue-specific meaning

机译:标准化MR图像强度标度:使MR强度具有组织特定的含义

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Abstract: One of the major drawbacks of Magnetic Resonance Imaging (MRI) has been the lack of a standard and quantifiable interpretation of image intensities. Unlike in other modalities such as x-ray computerized tomography, MR images taken for the same patient on the same scanner at different times may appear different from each other due to a variety of scanner-dependent variations, and therefore, the absolute intensity values do not have a fixed meaning. We have devised a two-step method wherein all images can be transformed in such a way that for the same protocol and body region, in the transformed images similar intensities will have similar tissue meaning. Standardized images can be displayed with fixed windows without the need of per case adjustment. More importantly, extraction of quantitative information with fixed windows without the need of per case adjustment. More importantly, extraction of quantitative information about healthy organs or about abnormalities can be considerably simplified. This paper introduces and compares new variants of this standardizing method that can help to overcome some of the problems with the original method. !9
机译:摘要:磁共振成像(MRI)的主要缺点之一是缺乏对图像强度的标准且可量化的解释。与其他方式(例如X射线计算机断层扫描)不同,由于扫描仪相关的各种变化,在同一时间在同一台扫描仪上为同一患者拍摄的MR图像可能彼此不同,因此,绝对强度值会没有固定的含义。我们设计了一种两步方法,其中所有图像都可以通过以下方式进行转换:对于相同的协议和身体区域,在转换后的图像中,相似的强度将具有相似的组织含义。可以使用固定的窗口显示标准化图像,而无需根据具体情况进行调整。更重要的是,无需进行个案调整即可使用固定的窗口提取定量信息。更重要的是,可以大大简化有关健康器官或异常的定量信息的提取。本文介绍并比较了该标准化方法的新变体,这些变体可以帮助克服原始方法的某些问题。 !9

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