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关于数字乳腺摄影中的图像质量指标及滤线栅的效用

On image quality metrics and the usefulness of grids in digital mammography.

作者信息

Chen Han, Danielsson Mats, Xu Cheng, Cederström Björn

机构信息

KTH Royal Institute of Technology , Department of Physics, 106 91 Stockholm, Sweden.

出版信息

J Med Imaging (Bellingham). 2015 Jan;2(1):013501. doi: 10.1117/1.JMI.2.1.013501. Epub 2015 Feb 17.

Abstract

Antiscatter grids are used in digital mammography to reduce the scattered radiation from the breast and improve image contrast. They are, however, imperfect and lead to partial absorption of primary radiation, as well as failing to absorb all scattered radiation. Nevertheless, the general consensus has been that antiscatter grids improve image quality for the majority of breast types and sizes. There is, however, inconsistency in the literature, and recent results show that a substantial image quality improvement can be achieved even for thick breasts if the grid is disposed of. The purpose of this study was to investigate if differences in the considered imaging task and experimental setup could explain the different outcomes. We estimated the dose reduction that can be achieved if the grid were to be removed as a function of breast thickness with varying geometries and experimental conditions. Image quality was quantified by the signal-difference-to-noise ratio (SDNR) measured using an aluminum (Al) filter on blocks of poly(methyl methacrylate) (PMMA), and images were acquired with and without grid at a constant exposure. We also used a theoretical model validated with Monte Carlo simulations. Both theoretically and experimentally, the main finding was that when a large [Formula: see text] Al filter was used, the SDNR values for the gridless images were overestimated up to 25% compared to the values for the small [Formula: see text] filter, and gridless imaging was superior for any PMMA thickness. For the small Al filter, gridless imaging was only superior for PMMAs thinner than 4 cm. This discrepancy can be explained by a different sensitivity to and sampling of the angular scatter spread function, depending on the size of the contrast object. The experimental differences were eliminated either by using a smaller region of interest close to the edge of the large filter or by applying a technique of scatter correction by subtracting the estimated scatter image. These results explain the different conclusions reported in the literature and show the importance of the selection of measurement methods. Since the interesting structures in mammography are below the 1-cm scale, we advocate the use of smaller contrast objects for assessment of antiscatter grid performance.

摘要

在数字乳腺摄影中使用反散射栅格来减少来自乳房的散射辐射并提高图像对比度。然而,它们并不完美,会导致原发射线的部分吸收,并且无法吸收所有散射辐射。尽管如此,普遍的共识是反散射栅格可改善大多数乳房类型和尺寸的图像质量。然而,文献中存在不一致之处,最近的结果表明,即使对于厚乳房,如果不使用栅格,也可以实现显著的图像质量改善。本研究的目的是调查所考虑的成像任务和实验设置的差异是否可以解释不同的结果。我们估计了在不同几何形状和实验条件下,去除栅格时可实现的剂量减少量与乳房厚度的函数关系。图像质量通过在聚甲基丙烯酸甲酯(PMMA)块上使用铝(Al)滤波器测量的信号差噪比(SDNR)进行量化,并且在恒定曝光下有栅格和无栅格的情况下采集图像。我们还使用了经过蒙特卡罗模拟验证的理论模型。在理论和实验上,主要发现是当使用大尺寸[公式:见原文]Al滤波器时,与小尺寸[公式:见原文]滤波器相比,无栅格图像的SDNR值被高估高达25%,并且对于任何PMMA厚度,无栅格成像都更优。对于小尺寸Al滤波器,无栅格成像仅在厚度小于4厘米的PMMA中更优。这种差异可以通过对角度散射扩展函数的不同敏感性和采样来解释,这取决于对比物体的大小。通过使用靠近大滤波器边缘的较小感兴趣区域或通过减去估计的散射图像来应用散射校正技术,可以消除实验差异。这些结果解释了文献中报道的不同结论,并表明了测量方法选择的重要性。由于乳腺摄影中感兴趣的结构在1厘米尺度以下,我们提倡使用较小的对比物体来评估反散射栅格的性能。

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