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Detection of microcalcification clusters by 2D-mammography and narrow and wide angle digital breast tomosynthesis

机译:通过2D乳腺摄影和窄角和广角数字乳房断层合成检测微钙化簇

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The aim of this study was to compare the detection of microcalcification clusters by human observers in breast images using 2D-mammography and narrow (15°/15 projections) and wide (50°/25 projections) angle digital breast tomosynthesis (DBT). Simulated microcalcification clusters with a range of microcalcification diameters (125 μm-275 μm) were inserted into 6 cm thick simulated compressed breasts. Breast images were produced with and without inserted microcalcification clusters using a set of image modelling tools, which were developed to represent clinical imaging by mammography and tomosynthesis. Commercially available software was used for image processing and image reconstruction. The images were then used in a series of 4-alternative forced choice (4AFC) human observer experiments conducted for signal detection with the microcalcification clusters as targets. The minimum detectable calcification diameter was found for each imaging modality: (ⅰ) 2D-mammography: 164±5 μm (ⅱ) narrow angle DBT: 210±5 μm, (ⅲ) wide angle DBT: 255±4 μm. A statistically significant difference was found between the minimum detectable calcification diameters that can be detected by the three imaging modalities. Furthermore, it was found that there was not a statistically significant difference between the results of the five observers that participated in this study. In conclusion, this study presents a method that quantifies the threshold diameter required for microcalcification detection, using high resolution, realistic images with observers, for the comparison of DBT geometries with 2D-mammography. 2D-mammography can visualise smaller detail diameter than both DBT imaging modalities and narrow-angle DBT can visualise a smaller detail diameter than wide-angle DBT.
机译:这项研究的目的是比较人类观察者使用2D乳腺X线照相术和窄(15°/ 15投影)和宽(50°/ 25投影)角数字乳腺断层合成术(DBT)对乳房图像中微钙化簇的检测。将具有一定范围的微钙化直径(125μm-275μm)的模拟微钙化簇插入6 cm厚的模拟受压乳房中。使用一套图像建模工具,可以在有或没有插入微钙化簇的情况下生成乳腺图像,这些工具可以通过乳房X线摄影和断层合成来代表临床影像。使用可商购的软件进行图像处理和图像重建。然后将图像用于一系列的4种强制选择(4AFC)人类观察者实验,以微钙化簇为目标进行信号检测。发现每种成像方式的最小可检测钙化直径:(ⅰ)2D乳腺摄影:164±5μm(ⅱ)窄角DBT:210±5μm,(ⅲ)广角DBT:255±4μm。在三种成像方式可以检测到的最小可检测钙化直径之间发现了统计学上的显着差异。此外,发现参加这项研究的五名观察员的结果之间没有统计学上的显着差异。总而言之,本研究提出了一种方法,该方法使用高分辨率,逼真的图像与观察者对微钙化检测所需的阈值直径进行量化,以比较2D乳房X线照相术对DBT几何形状的影响。 2D乳腺X线摄影术可以比DBT成像模态可视化更小的细节直径,而窄角DBT可以比广角DBT可视化更小的细节直径。

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