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计算机断层扫描中考虑纵向部分容积效应进行目标检测的最佳切片厚度

Optimal slice thickness for object detection with longitudinal partial volume effects in computed tomography.

作者信息

Monnin Pascal, Sfameni Nicolas, Gianoli Achille, Ding Sandrine

机构信息

Haute Ecole de Santé Vaud (HESAV), Filière TRM, Lausanne, Switzerland.

Institute of radiation physics (IRA), University Hospital of Lausanne (CHUV), Lausanne, Switzerland.

出版信息

J Appl Clin Med Phys. 2017 Jan;18(1):251-259. doi: 10.1002/acm2.12005. Epub 2016 Nov 23.

Abstract

Longitudinal partial volume effects (z-axial PVE), which occur when an object partly occupies a slice, degrade image resolution and contrast in computed tomography (CT). Z-axial PVE is unavoidable for subslice objects and reduces their contrast according to their fraction contained within the slice. This effect can be countered using a smaller slice thickness, but at the cost of an increased image noise or radiation dose. The aim of this study is to offer a tool for optimizing the reconstruction parameters (slice thickness and slice spacing) in CT protocols in the case of partial volume effects. This optimization is based on the tradeoff between axial resolution and noise. For that purpose, we developed a simplified analytical model investigating the average statistical effect of z-axial PVE on contrast and contrast-to-noise ratio (CNR). A Catphan 500 phantom was scanned with various pitches and CTDI and reconstructed with different slice thicknesses to assess the visibility of subslice targets that simulate low contrast anatomical features present in CT exams. The detectability score of human observers was used to rank the perceptual image quality against the CNR. Contrast and CNR reduction due to z-axial PVE measured on experimental data were first compared to numerical calculations and then to the analytical model. Compared to numerical calculations, the simplified algebraic model slightly overestimated the contrast but the differences remained below 5%. It could determine the optimal reconstruction parameters that maximize the objects visibility for a given dose in the case of z-axial PVE. An optimal slice thickness equal to three-fourth of the object width was correctly proposed by the model for nonoverlapping slices. The tradeoff between detectability and dose is maximized for a slice spacing of half the slice thickness associated with a slice width equal to the characteristic object width.

摘要

纵向部分容积效应(z轴PVE)发生在物体部分占据一个层面时,会降低计算机断层扫描(CT)图像的分辨率和对比度。对于层面以下的物体,z轴PVE是不可避免的,并且会根据物体在层面内所占的比例降低其对比度。可以通过减小层面厚度来抵消这种效应,但代价是图像噪声增加或辐射剂量增大。本研究的目的是提供一种工具,用于在存在部分容积效应的情况下优化CT协议中的重建参数(层面厚度和层间距)。这种优化基于轴向分辨率和噪声之间的权衡。为此,我们开发了一个简化的分析模型,研究z轴PVE对对比度和对比噪声比(CNR)的平均统计效应。使用不同的螺距和CTDI扫描Catphan 500体模,并采用不同的层面厚度进行重建,以评估模拟CT检查中低对比度解剖特征的层面以下目标的可见性。使用人类观察者的可检测性评分根据CNR对感知图像质量进行排名。首先将实验数据测量的z轴PVE导致的对比度和CNR降低与数值计算结果进行比较,然后与分析模型进行比较。与数值计算相比,简化代数模型略微高估了对比度,但差异仍低于5%。在z轴PVE情况下,它可以确定在给定剂量下使物体可见性最大化的最佳重建参数。对于非重叠层面,该模型正确地提出了等于物体宽度四分之三的最佳层面厚度。对于与等于特征物体宽度的层面宽度相关的层面厚度的一半的层间距,可检测性和剂量之间的权衡达到最大化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5c27/5689876/428520b434d9/ACM2-18-251-g001.jpg

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