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评估用于锥形束计算机断层扫描的二维无摩尔散射线栅。

Evaluation of a two-dimensional Moire-free antiscatter grid for cone-beam computed tomography.

机构信息

Department of Grid Research and Development, JPI Healthcare, Co., Ltd., Ansan-si, Gyeonggi-do, Republic of Korea.

出版信息

Med Phys. 2023 Jun;50(6):3435-3444. doi: 10.1002/mp.16243. Epub 2023 Feb 17.

Abstract

BACKGROUND

Scatter radiation is a traditional problem in cone-beam computed tomography (CBCT). Accordingly, numerous methods have been researched for scatter reduction in terms of software- or hardware-based solutions. The concept of a two-dimensional antiscatter grid (2D-ASG) has been shown to provide a solution to the scatter reduction in CBCT. However, the use of an ASG makes it challenging to use in clinical CBCT systems because it causes Moire artifacts of the image.

PURPOSE

We have developed a Moire-free 2D-ASG that was designed to solve the Moire artifact and the scatter radiation problems. We provide the experimental results pertaining to the image quality measurements from the evaluation of the 2D-ASG compared with those obtained from a one-dimensional antiscatter grid (1D-ASG) and no antiscatter grid (No-ASG) to demonstrate the quantitative extent of the improvements.

METHODS

The 2D-ASG, fabricated based on a sawing process with a graphite body, was prepared to evaluate image quality improvements. Projection images for Pro-CT MK II phantom were acquired using the CBCT testbed of sample rotation type and reconstructed by Feldkamp-Davis-Kress (FDK) algorithm without any filters. We measured the contrast-to-noise ratio (CNR) and uniformity index for the cupping artifacts of the 2D-ASG, 1D-ASG, and No-ASG cases.

RESULTS

2D-ASG considerably reduced the cupping artifacts owing to the scatter reduction compared with the 1D-ASG and No-ASG cases. The cupping artifacts were reduced by 85% in the 2D-ASG compared with No-ASG, while the cupping artifacts were reduced by 63% in 1D-ASG compared with No-ASG. The 2D-ASG also yielded a CNR improvement. The average CNR improvements for eight insert materials were 47% in the 2D-ASG compared with No-ASG, while the CNR was improved by 36% in the 1D-ASG compared with No-ASG.

CONCLUSIONS

We demonstrated that the Moire-free 2D-ASG improved the image quality by removing scatter radiation in CBCT compared with 1D-ASG and No-ASG. We believe that the Moire-free 2D-ASG can become one of the effective ways to solve the scatter radiation problem in CBCT images because it provides usability and has the potential to have synergistic effects on other methods, such as bow-tie filter and scatter correction.

摘要

背景

散射辐射是锥形束计算机断层扫描(CBCT)中的一个传统问题。因此,已经研究了许多基于软件或硬件的解决方案来减少散射。二维散射栅格(2D-ASG)的概念已被证明是解决 CBCT 中散射减少的一种方法。然而,由于 ASG 会导致图像出现摩尔纹伪影,因此在临床 CBCT 系统中使用 ASG 具有挑战性。

目的

我们开发了一种无摩尔纹的 2D-ASG,旨在解决摩尔纹伪影和散射辐射问题。我们提供了与一维散射栅格(1D-ASG)和无散射栅格(No-ASG)相比,从评估 2D-ASG 获得的图像质量测量的实验结果,以证明改进的定量程度。

方法

2D-ASG 基于带有石墨体的锯切工艺制造,用于评估图像质量的提高。使用样品旋转式 CBCT 测试台获取 Pro-CT MK II 体模的投影图像,并通过 Feldkamp-Davis-Kress(FDK)算法重建,不使用任何滤波器。我们测量了 2D-ASG、1D-ASG 和 No-ASG 情况下的杯状伪影的对比噪声比(CNR)和均匀性指数。

结果

与 1D-ASG 和 No-ASG 相比,2D-ASG 显著减少了散射引起的杯状伪影。与 No-ASG 相比,2D-ASG 减少了 85%的杯状伪影,而 1D-ASG 减少了 63%的杯状伪影。2D-ASG 还提高了 CNR。与 No-ASG 相比,八个插入材料的平均 CNR 提高了 47%,而与 No-ASG 相比,CNR 提高了 36%。

结论

我们证明了与 1D-ASG 和 No-ASG 相比,无摩尔纹 2D-ASG 通过去除 CBCT 中的散射辐射提高了图像质量。我们相信,无摩尔纹 2D-ASG 可以成为解决 CBCT 图像中散射辐射问题的有效方法之一,因为它具有可用性,并有可能对其他方法(如蝴蝶结滤波器和散射校正)产生协同作用。

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