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Mammographic density assessed on paired raw and processed digital images and on paired screen-film and digital images across three mammography systems

机译:在三个乳房X线摄影系统上对成对的原始和处理的数字图像和配对屏幕胶片和数字图像进行分析的乳房X线

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Inter-women and intra-women comparisons of mammographic density (MD) are needed in research, clinical and screening applications; however, MD measurements are influenced by mammography modality (screen film/digital) and digital image format (raw/processed). We aimed to examine differences in MD assessed on these image types. We obtained 1294 pairs of images saved in both raw and processed formats from Hologic and General Electric (GE) direct digital systems and a Fuji computed radiography (CR) system, and 128 screen-film and processed CR-digital pairs from consecutive screening rounds. Four readers performed Cumulus-based MD measurements (n?=?3441), with each image pair read by the same reader. Multi-level models of square-root percent MD were fitted, with a random intercept for woman, to estimate processed–raw MD differences. Breast area did not differ in processed images compared with that in raw images, but the percent MD was higher, due to a larger dense area (median 28.5 and 25.4?cm2 respectively, mean √dense area difference 0.44?cm (95% CI: 0.36, 0.52)). This difference in √dense area was significant for direct digital systems (Hologic 0.50?cm (95% CI: 0.39, 0.61), GE 0.56?cm (95% CI: 0.42, 0.69)) but not for Fuji CR (0.06?cm (95% CI: ?0.10, 0.23)). Additionally, within each system, reader-specific differences varied in magnitude and direction (p??0.001). Conversion equations revealed differences converged to zero with increasing dense area. MD differences between screen-film and processed digital on the subsequent screening round were consistent with expected time-related MD declines. MD was slightly higher when measured on processed than on raw direct digital mammograms. Comparisons of MD on these image formats should ideally control for this non-constant and reader-specific difference.
机译:在研究,临床和筛选应用中需要妇女互联网XIMPORAPTION密度(MD)的比较;然而,MD测量受乳房X线摄影模型(屏幕胶片/数字)和数字图像格式(原始/处理)的影响。我们旨在检查在这些图像类型上评估的MD差异。我们获得了从Holog and General电气(GE)直接数字系统和FUJI计算的射线照相(CR)系统和128个屏幕胶片和从连续筛选轮的屏幕胶片和处理的CR-Digital对中保存的1294对图像。四个读者执行基于积云的MD测量(n?=Δ3441),每个图像对由相同的读取器读取。适用于女性随机拦截的平方根百分比MD的多级模型,估计加工原始的MD差异。与原始图像相比,乳房区域没有不同的处理图像,但由于较大的致密区域(分别为28.5和25.4×cm 2,MD百分比较高,平均√张塞面积差0.44Ω(95%CI: 0.36,0.52))。 �Dense区域的这种差异对于直接数字系统(HOLOGIC 0.50?CM(95%CI:0.39,0.61),GE 0.56?CM(95%CI:0.42,0.69))而不是用于FUJI CR(0.06Ωcm (95%CI:?0.10,0.23))。另外,在每个系统内,读取器特定差异在幅度和方向上变化(P?<0.001)。转换方程揭示了与浓度的偏差融为零。在随后的筛选轮上的屏幕膜和处理数字之间的MD差异与预期的时间相关的MD下降一致。当处理后的MD比原始直接数字乳房X光点测量时MD略高。 MD对这些图像格式的比较应理想地控制这种非常数和读者特定的差异。
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