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Susceptibility phase imaging with improved image contrast using moving window phase gradient fitting and minimal filtering

机译:使用移动窗口相位梯度拟合和最小滤波,可改善图像对比度的磁化率相位成像

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Purpose: To enhance image contrast in susceptibility phase imaging using a new method of background phase removal. Materials and Methods: A background phase removal method is proposed that uses the spatial gradient of the raw phase image to perform a moving window third-order local polynomial estimation and correction of the raw phase image followed by minimal high pass filtering. The method is demonstrated in simulation, 10 healthy volunteers, and 5 multiple sclerosis patients in comparison to a standard phase filtering approach. Results: Compared to standard phase filtering, the new method increased phase contrast with local background tissue in subcortical gray matter, cortical gray matter, and multiple sclerosis lesions by 67% ± 33%, 13% ± 7%, and 48% ± 19%, respectively (95% confidence interval). In addition, the new method removed more phase wraps in areas of rapidly changing background phase. Conclusion: Local phase gradient fitting combined with minimal high pass filtering provides better tissue depiction and more accurate phase quantification than standard filtering.
机译:目的:使用新的背景相位去除方法来增强磁化相位成像中的图像对比度。材料和方法:提出了一种背景相位去除方法,该方法使用原始相位图像的空间梯度来执行移动窗口三阶局部多项式估计和原始相位图像的校正,然后进行最小的高通滤波。与标准相位过滤方法相比,该方法已在模拟,10名健康志愿者和5名多发性硬化症患者中得到证明。结果:与标准相位过滤相比,该新方法将皮质下灰质,皮质灰质和多发性硬化病灶中与局部背景组织的相衬度提高了67%±33%,13%±7%和48%±19% ,分别(95%置信区间)。此外,新方法在背景相位快速变化的区域中去除了更多的相位包裹。结论:局部相位梯度拟合与最小的高通滤波相结合提供了比标准滤波更好的组织描绘和更准确的相位量化。

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