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Comparison of synthetic 2D images with planar and tomosynthesis imaging of the breast using a virtual clinical trial

机译:使用虚拟临床试验将合成2D图像与乳房的平面和断层合成成像进行比较

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The aim was to measure the threshold diameter for detection of masses and calcifications in synthetic 2D images created from planes of digital breast tomosynthesis (DBT) of a mathematical breast phantom. The results were compared to those for 2D images and DBT. Simulated ill-defined masses and calcification clusters were inserted into mathematical breast models with a thickness of 53mm. The images were simulated as if acquired on a Siemens Inspiration X-ray system. Acquisitions of 2D and DBT images of the breast phantom at a mean glandular dose (MGD) of 1.6mGy were simulated using ray tracing with allowance for unsharpness and the addition of scatter and noise. The resultant images were processed using the manufacturer's software to create 2D, DBT planes and synthetic 2D images. Image patches with or without the lesion were extracted. These patches were used in a 4-alternative forced choice study using 5 observers to measure the threshold diameter for each imaging mode. The threshold diameters of the masses and micro-calcifications were 7.0mm, 6.3mm, 7.1mm and 4.9mm (masses) and 395μm, 211μm. 220μm, and 357μm (calcifications) for synthetic 2D, 2D (1.6mGy), 2D (1.1mGy) and DBT respectively. The threshold diameters were 10% (p=0.4) and 47% (p<0.0001) smaller for 2D images compared to synthetic 2D images for masses and calcification respectively at a MGD of 1.6mGy. At the same dose, the threshold diameter for small calcifications was larger for synthetic 2D images than 2D images, but no significant differences were found for masses between 2D and synthetic 2D.
机译:目的是测量阈值直径,以检测从数学乳腺模型的数字乳腺断层合成(DBT)平面创建的合成2D图像中的质量和钙化。将结果与2D图像和DBT的结果进行比较。将模拟的不确定的肿块和钙化簇插入到数学乳腺模型中,厚度为53mm。像在Siemens Inspiration X射线系统上采集的那样对图像进行模拟。使用射线追踪模拟了在1.6mGy的平均腺体剂量(MGD)下获得的乳房幻影的2D和DBT图像,并考虑了不锐度以及散射和噪声的增加。使用制造商的软件处理所得图像,以创建2D,DBT平面和合成2D图像。提取具有或不具有病变的图像斑块。这些贴片用于4种强制选择研究中,使用5位观察者来测量每种成像模式的阈值直径。肿块和微钙化的阈值直径分别为7.0mm,6.3mm,7.1mm和4.9mm(质量)和395μm,211μm。合成2D,2D(1.6mGy),2D(1.1mGy)和DBT分别为220μm和357μm(钙化)。对于2D图像,其质量和钙化的2D图像的阈值直径分别比合成2D图像小10%(p = 0.4)和47%(p <0.0001),MGD为1.6mGy。在相同剂量下,合成2D图像的小钙化阈值直径比2D图像大,但2D和合成2D的质量没有发现显着差异。

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