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Interpolation-Based Super-Resolution Reconstruction: Effects of Slice Thickness

机译:基于插值的超分辨率重建:切片厚度的影响

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摘要

Standard clinical magnetic resonance imaging (MRI) is acquired in two-dimensions where the in-plane resolution is higher than the slice select direction. These acquisitions include axial, coronal, and sagittal planes. To date, there have been few attempts to combine the information of these three orthogonal orientations. This paper aims to take advantage of the different in-plane resolution acquired from each plane orientation and combine them into one volume in order to attain a higher resolution image. This combination of MRI data will allow the detection of smaller areas that would otherwise be missed using only one slice orientation. A comparison of slice thicknesses along with image registration is performed. The mean-squared error and peak signal-to-noise were computed for quantitative assessment. MRI and phantom scans and joint histograms were used for qualitative assessment.
机译:二维获取标准临床磁共振成像(MRI),其中平面内分辨率高于切片选择方向。这些采集包括轴向,冠状和矢状平面。迄今为止,几乎没有尝试结合这三个正交方向的信息。本文旨在利用从每个平面方向获取的不同面内分辨率,并将它们组合为一个体积,以获得更高分辨率的图像。 MRI数据的这种组合将允许检测较小的区域,否则仅使用一个切片方向便会错过这些区域。进行切片厚度与图像配准的比较。计算均方误差和峰值信噪比以进行定量评估。 MRI和体模扫描以及关节直方图用于定性评估。

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