首页> 外文期刊>Medical Physics >Effects of exposure equalization on image signal-to-noise ratios in digital mammography: a simulation study with an anthropomorphic breast phantom.
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Effects of exposure equalization on image signal-to-noise ratios in digital mammography: a simulation study with an anthropomorphic breast phantom.

机译:乳腺X线摄影中曝光均衡对图像信噪比的影响:使用拟人化乳房模型的模拟研究。

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PURPOSE: The scan equalization digital mammography (SEDM) technique combines slot scanning and exposure equalization to improve low-contrast performance of digital mammography in dense tissue areas. In this study, full-field digital mammography (FFDM) images of an anthropomorphic breast phantom acquired with an anti-scatter grid at various exposure levels were superimposed to simulate SEDM images and investigate the improvement of low-contrast performance as quantified by primary signal-to-noise ratios (PSNRs). METHODS: We imaged an anthropomorphic breast phantom (Gammex 169 "Rachel," Gammex RMI, Middleton, WI) at various exposure levels using a FFDM system (Senographe 2000D, GE Medical Systems, Milwaukee, WI). The exposure equalization factors were computed based on a standard FFDM image acquired in the automatic exposure control (AEC) mode. The equalized image was simulated and constructed by superimposing a selected set of FFDM images acquired at 2, 1, 1/2, 1/4, 1/8, 1/16, and 1/32 times of exposure levels to the standard AEC timed technique (125 mAs) using the equalization factors computed for each region. Finally, the equalized image was renormalized regionally with the exposure equalization factors to result in an appearance similar to that with standard digital mammography. Two sets of FFDM images were acquired to allow for two identically, but independently, formed equalized images to be subtracted from each other to estimate the noise levels. Similarly, two identically but independently acquired standard FFDM images were subtracted to estimate the noise levels. Corrections were applied to remove the excess system noise accumulated during image superimposition in forming the equalized image. PSNRs over the compressed area of breast phantom were computed and used to quantitatively study the effects of exposure equalization on low-contrast performance in digital mammography. RESULTS: We found that the highest achievable PSNR improvement factor was 1.89 for the anthropomorphic breast phantom used in this study. The overall PSNRs were measured to be 79.6 for the FFDM imaging and 107.6 for the simulated SEDM imaging on average in the compressed area of breast phantom, resulting in an average improvement of PSNR by approximately 35% with exposure equalization. We also found that the PSNRs appeared to be largely uniform with exposure equalization, and the standard deviations of PSNRs were estimated to be 10.3 and 7.9 for the FFDM imaging and the simulated SEDM imaging, respectively. The average glandular dose for SEDM was estimated to be 212.5 mrad, approximately 34% lower than that of standard AEC-timed FFDM (323.8 mrad) as a result of exposure equalization for the entire breast phantom. CONCLUSIONS: Exposure equalization was found to substantially improve image PSNRs in dense tissue regions and result in more uniform image PSNRs. This improvement may lead to better low-contrast performance in detecting and visualizing soft tissue masses and micro-calcifications in dense tissue areas for breast imaging tasks.
机译:目的:扫描均衡数字乳腺X射线摄影(SEDM)技术结合了缝隙扫描和曝光均衡,以改善在密集组织区域的数字乳房X光造影的低对比度性能。在这项研究中,通过在不同的曝光水平下使用反散射栅格获取的拟人化乳房幻像的全场数字乳房X线照片(FFDM)图像进行叠加,以模拟SEDM图像,并研究低对比度性能的改善(通过主要信号量化)信噪比(PSNR)。方法:我们使用FFDM系统(Senographe 2000D,GE Medical Systems,密尔沃基,威斯康星州)以各种曝光水平对拟人化的乳房幻像(Gammex 169“ Rachel”,Gammex RMI,Middleton,WI)成像。根据在自动曝光控制(AEC)模式下获取的标准FFDM图像计算曝光均衡因子。通过将在2、1、1 / 2、1 / 4、1 / 8、1 / 16和1/32倍曝光水平下采集的一组FFDM图像与标准AEC定时叠加来模拟和构造均衡图像(125 mAs)技术使用为每个区域计算的均衡因子。最后,用曝光均衡因子对均衡后的图像进行区域归一化,以使其外观类似于标准的X线乳房摄影。采集两组FFDM图像,以允许将两个相同但独立地形成的均衡图像彼此相减,以估计噪声水平。同样,将两个相同但独立获取的标准FFDM图像相减,以估计噪声水平。进行校正以消除在形成均衡图像时图像叠加期间累积的多余系统噪声。计算了乳房幻像压缩区域上的PSNR,并将其用于定量研究数字乳腺摄影中曝光均衡对低对比度性能的影响。结果:我们发现本研究中使用的拟人化乳房幻影的最高PSNR改善因子为1.89。在乳房体模的压缩区域中,FFDM成像的整体PSNR测得平均为79.6,模拟SEDM成像的整体PSNR测得平均为107.6,在曝光均衡的情况下,PSNR平均提高了约35%。我们还发现,通过曝光均衡,PSNR似乎在很大程度上均匀,对于FFDM成像和模拟SEDM成像,PSNR的标准偏差估计分别为10.3和7.9。 SEDM的平均腺体剂量估计为212.5毫拉德,比标准AEC定时FFDM的平均腺体剂量(323.8毫拉德)低约34%,这是整个乳房幻像的暴露均衡所致。结论:发现曝光均衡可以显着改善密集组织区域中的图像PSNR,并导致更均匀的图像PSNR。这种改进可能会导致在检测和可视化乳腺成像任务中的致密组织区域中的软组织肿块和微钙化方面获得更好的低对比度性能。

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