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基于三幅近似正交投影的锥束 CT 新型金属伪影降低方法。

A novel metal artifact reducing method for cone-beam CT based on three approximately orthogonal projections.

机构信息

Department of Engineering Physics, Tsinghua University, Beijing 100084, People's Republic of China.

出版信息

Phys Med Biol. 2013 Jan 7;58(1):1-17. doi: 10.1088/0031-9155/58/1/1. Epub 2012 Dec 6.

Abstract

Metal artifacts remain a challenge for computed tomography (CT) reconstruction, especially for medical CT, in which the radiation dose for patients is strictly limited. This study presents a novel method of reducing the metal artifacts for cone-beam CT by renovating the metal areas in the 2D cone-beam projection. We first calculate the 3D coordinates of all the metallic implants, which will then be projected into the projection images in each angle as the metal seed points (MSPs), increasing the precision of the segmentation of the metal areas. Different from the existing methods of calculating the metal positions with two projection images, we proposed a new method to calculate the 3D coordinates of all the metallic implants using three different projection images that are nearly orthogonal. One is the parallel-beam projection image along the Z-axial direction (i.e. along the rotation axis) calculated by the projection synthesizing method, while the other two are the cone-beam projections at two different views chosen from the scanned data. The three nearly orthogonal views will greatly help to accurately locate the metallic implants when there is more than one implant in the object. Then the MSPs can be located in each projection by geometry calculations. The region growing segmentation method and the bilinear interpolation method are used to modify the projection areas of the metallic implants. Experimental studies demonstrate that this method is accurate in locating MSPs and efficient in reducing metal artifacts.

摘要

金属伪影仍然是计算机断层扫描(CT)重建的一个挑战,特别是对于医学 CT 而言,因为患者的辐射剂量受到严格限制。本研究提出了一种通过改进二维锥形束投影中的金属区域来减少锥形束 CT 中金属伪影的新方法。我们首先计算所有金属植入物的三维坐标,然后将其作为金属种子点(MSP)投影到每个角度的投影图像中,从而提高金属区域分割的精度。与使用两个投影图像计算金属位置的现有方法不同,我们提出了一种使用三个几乎正交的不同投影图像计算所有金属植入物三维坐标的新方法。一个是沿 Z 轴方向(即沿旋转轴)的平行束投影图像,通过投影合成方法计算得到,而另外两个是从扫描数据中选择的两个不同视图的锥形束投影。三个几乎正交的视图在物体中有多个植入物时,可以帮助更准确地定位金属植入物。然后可以通过几何计算在每个投影中找到 MSP。使用区域生长分割方法和双线性插值方法来修改金属植入物的投影区域。实验研究表明,该方法在定位 MSP 方面准确有效,能有效减少金属伪影。

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