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Reducing the spiral ct slice thickness using super resolution

机译:使用超高分辨率降低螺旋ct切片的厚度

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An approach for improving the z-axis resolution of spiral CT using super resolution (SR) technology in the post processing step is proposed in this work. As the spiral CT has the ability to produce over-lapped slice images without over-lapped scanning, the sub-slice thickness shifts in z-axis require neither change in hardware nor any additional radiation dose. The thinner slice is obtained by combining those over-lapped slices and applying the SR algorithm. It is secure and convenient to be used in clinical cases. We use an algorithm which introduces the Papoulis-Gerchberg extrapolation within the Iterative back-projection method to process the reconstructed image serial. Experiments on phantom and patient demonstrate effectiveness of this approach. And the slice thickness limit of spiral CT system is broken by this approach.
机译:在这项工作中,提出了一种在后处理步骤中使用超分辨率(SR)技术提高螺旋CT的z轴分辨率的方法。由于螺旋CT能够在没有重叠扫描的情况下产生重叠的切片图像,因此z轴上的子切片厚度移动既不需要更改硬件,也不需要任何其他辐射剂量。通过合并那些重叠的切片并应用SR算法,可以获得较薄的切片。在临床病例中使用它是安全且方便的。我们使用在迭代反投影方法中引入Papoulis-Gerchberg外推法的算法来处理重建的图像序列。在幻影和患者身上进行的实验证明了这种方法的有效性。这种方法打破了螺旋CT系统的切片厚度极限。

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