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Evaluation of image quality in Computed Radiography based Mammography Systems

机译:基于计算机放射成像的乳腺X射线摄影系统的图像质量评估

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Mammography is the most widely accepted procedure for the early detection of breast cancer and Computed Radiography (CR) is a cost-effective technology for digital mammography. We have demonstrated that CR mammography image quality is viable for Digital Mammography. The image quality of mammograms acquired using Computed Radiography technology was evaluated using the Modulation Transfer Function (MTF), Noise Power Spectrum (NPS) and Detective Quantum Efficiency (DQE). The measurements were made using a 28 kVp beam (RQA M-II) using 2 mm of Al as a filter and a target/filter combination of Mo/Mo. The acquired image bit depth was 16 bits and the pixel pitch for scanning was 50 microns. A Step-Wedge phantom (to measure the Contrast-to-noise ratio (CNR)) and the CDMAM 3.4 Contrast Detail phantom were also used to assess the image quality. The CNR values were observed at varying thickness of PMMA. The CDMAM 3.4 phantom results were plotted and compared to the EUREF acceptable and achievable values. The effect on image quality was measured using the physics metrics. A lower DQE was observed even with a higher MTF. This could be possibly due to a higher noise component present due to the way the scanner was configured. The CDMAM phantom scores demonstrated a contrast-detail comparable to the EUREF values. A cost-effective CR machine was optimized for high-resolution and high-contrast imaging.
机译:乳腺X线照相术是最广泛接受的乳腺癌早期检测方法,计算机放射线照相术(CR)是一种数字化乳腺X射线照相术的经济有效的技术。我们已经证明CR乳腺X线照片的图像质量对于数字乳腺X线照片是可行的。使用调制传递函数(MTF),噪声功率谱(NPS)和检测量子效率(DQE)对使用计算机射线照相技术获取的乳房X线照片的图像质量进行了评估。使用28 kVp光束(RQA M-II)进行测量,其中使用2 mm的Al作为滤光片和Mo / Mo的目标/滤光片组合。所获得的图像位深度为16位,并且用于扫描的像素间距为50微米。步进楔形幻影(以测量对比度-噪声比(CNR))和CDMAM 3.4对比度细节幻影也用于评估图像质量。在变化的PMMA厚度下观察到CNR值。绘制了CDMAM 3.4幻象结果,并将其与EUREF可接受和可实现的值进行比较。使用物理指标测量对图像质量的影响。即使具有较高的MTF,也可以观察到较低的DQE。这可能是由于配置扫描仪的方式导致存在更高的噪声分量。 CDMAM幻象得分显示出与EUREF值相当的对比度细节。高性价比的CR机器针对高分辨率和高对比度成像进行了优化。

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