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Low Dose High Energy X-ray In-Line Phase Sensitive Imaging Prototype: Investigation of Optimal Geometric Conditions and Design Parameters

机译:低剂量高能X射线在线相敏感成像原型:最佳几何条件和设计参数的研究

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摘要

The objective of this study was to investigate the optimization of a high energy in-line phase sensitive x-ray imaging prototype under different geometric and operating conditions for mammography application. A phase retrieval algorithm based on phase attenuation duality (PAD) was applied to the phase contrast images acquired by the prototype. Imaging performance was investigated at four magnification values of 1.67, 2, 2.5 and 3 using an acrylic edge, an American College of Radiology (ACR) mammography phantom and contrast detail (CD) phantom with tube potentials of 100, 120 and 140 kVp. The ACR and CD images were acquired at the same mean glandular dose (MGD) of 1.29 mGy with a computed radiography (CR) detector of 43.75 µm pixel pitch at a fixed source to image distance (SID) of 170 cm. The x-ray tube focal spot size was kept constant as 7 µm while a 2.5 mm thick aluminum (Al) filter was used for beam hardening. The performance of phase contrast and phase retrieved images were compared with computer simulations based on the relative phase contrast factor (RPF) at high x-ray energies. The imaging results showed that the x-ray tube operated at 100 kVp under the magnification of 2.5 exhibits superior imaging performance which is in accordance to the computer simulations. As compared to the phase contrast images, the phase retrieved images of the ACR and CD phantoms demonstrated improved imaging contrast and target discrimination. We compared the CD phantom images acquired in conventional contact mode with and without the anti-scatter grid using the same prototype at 1.295 mGy and 2.59 mGy using 40 kVp, a 25 µm rhodium (Rh) filter. At the same radiation dose, the phase sensitive images provided improved detection capabilities for both the large and small discs, while compared to the double dose image acquired in conventional mode, the observer study also indicated that the phase sensitive images provided improved detection capabilities for the large discs. This study therefore validates the potential of using high energy phase contrast x-ray imaging to improve lesion detection and reduce radiation dose for clinical applications such as mammography.
机译:这项研究的目的是研究在乳腺摄影应用中不同几何和操作条件下的高能在线相敏x射线成像原型的优化。将基于相位衰减对偶性(PAD)的相位检索算法应用于原型获取的相位对比图像。使用丙烯酸边缘,美国放射学院(ACR)乳腺X线摄影体模和对比度细节(CD)体模(管电势分别为100、120和140 kVp)以1.67、2、2.5和3的四个放大倍数研究了成像性能。 ACR和CD图像是在相同的平均腺体剂量(MGD)为1.29 mGy的情况下,以43.75 µm像素间距的计算机射线照相(CR)检测器在固定的源到170 cm的图像距离(SID)上获得的。 X射线管焦点尺寸保持恒定,为7 µm,而2.5毫米厚的铝(Al)滤镜用于光束硬化。在高X射线能量下,将相衬和相取图像的性能与基于相对相衬因子(RPF)的计算机模拟进行了比较。成像结果表明,在2.5放大倍率下以100 kVp工作的X射线管显示出优异的成像性能,这与计算机模拟相符。与相位对比图像相比,ACR和CD体模的相位恢复图像显示出改善的成像对比度和目标分辨力。我们比较了使用相同原型在1.295 mGy和2.59 mGy下使用40 kVp,25 µm铑(Rh)滤光片在常规接触模式下使用和不使用抗散射网格的常规接触模式下获得的CD幻像。在相同的辐射剂量下,相敏图像为大型和小型光盘提供了改进的检测能力,而与常规模式下获得的双剂量图像相比,观察者研究还表明,相敏图像为磁光盘提供了改进的检测能力。大碟片。因此,这项研究验证了使用高能相衬X射线成像技术来改善病灶检测并减少放射线剂量(例如乳腺X线照相术)的潜力。

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