基于形态学操作和重投影的新型低剂量CT重建方案

Umar Talha, Tariq Mairaj, Waleed Bin Yousuf, Omer Zia
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引用次数: 2

摘要

计算机断层扫描(CT)在医学成像行业的革命和商业化方面做出了重大贡献。然而,这样做有一些明显的缺点。大多数常用的CT重建算法都需要大剂量的有害x射线辐射。较高的x射线剂量产生较好的重建图像分辨率,而低辐射剂量投影数据在重建图像中产生伪影。它还降低了传统CT重建算法的图像质量[1]。提出了一种基于低辐射剂量投影数据的高效CT重建算法。在该方法中,先对体体进行低剂量x射线照射,然后采用一系列后处理算法和一种新的插值技术对投影数据进行增强。该算法得到了计算机仿真的支持,并取得了令人满意的结果。该算法在很大程度上降低了辐射剂量,获得了高质量的重建图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Morphological operations and re-projection based novel low-dose CT reconstruction scheme
Computed Tomography (CT) has been a major contributor in revolutionizing and commercializing the medical imaging industry. However, it does so with some significant drawbacks. Most of the commonly used CT reconstruction algorithms need heavy dose of hazardous X-ray radiations. Higher X-ray dose produces better reconstructed image resolution, whereas low radiation dose projection data induces artifacts in the reconstructed image. It also reduces the image quality of conventional CT reconstruction algorithms [1]. The paper presents a novel algorithm for efficient CT reconstruction from low radiation dose projection data. In the proposed method, the phantom is subjected to low X-ray dose and then the projection data is enhanced using a series of post-processing algorithms and a new interpolation technique. The proposed algorithm is supported by computer simulation and promising results were observed. The proposed algorithm reduces the radiation dose to great extent, with good quality reconstructed image.
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