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Visibility of microcalcification clusters and masses in breast tomosynthesis image volumes and digital mammography: A 4AFC human observer study

机译:乳腺断层合成图像量和数字乳腺摄影中微钙化簇和肿块的可见性:一项4AFC人类观察者研究

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Purpose: To investigate the visibility of simulated lesions in digital breast tomosynthesis (BT) image volumes compared with 2D digital mammography (DM). Methods: Simulated lesions (masses and microcalcifications) were added to images of the same women acquired on a DM system (Mammomat Novation, Siemens) and a BT prototype. The same beam quality was used for the DM and BT acquisitions. The total absorbed dose resulting from a 25-projection BT acquisition and reconstruction (BT 25) was approximately twice that of a single DM view. By excluding every other projection image from the reconstruction (BT 13), approximately the same dose as in DM was effected. Simulated microcalcifications were digitally added with varying contrast to the DM and BT images. Simulated masses with 8 mm diameter were also added to BT images. A series of 4-alternative forced choice (4AFC) human observer experiments were conducted. Four medical physicists participated in all experiments, each consisting of 60 trials per experimental condition. The observers interpreted the BT image volumes in cine-mode at a fixed image sequence speed. The required threshold contrast (S t) to achieve a detectability index (d′) of 2.5 (i.e., 92.5 correct decisions) was determined. Results: The S t for mass detection in DM was approximately a factor of 2 higher than required in BT indicating that the detection of masses was improved under BT conditions compared to DM. S t for microcalcification detection was higher for BT than for DM at both BT dose levels (BT 25 and BT 13), with a statistically significant difference in S t between DM and BT 13. These results indicate a dose-dependent decrease in detection performance in BT for detection of microcalcifications. Conclusions: In agreement with previous investigations, masses of size 8 mm can be detected with less contrast in BT than in DM indicating improved detection performance for BT. However, for the investigated microcalcifications, the results of this study indicate potentially worse performance for BT than for DM at the same dose level.
机译:目的:研究与2D数字化乳腺摄影(DM)相比,数字化乳房断层合成(BT)图像量中模拟病变的可见性。方法:将模拟病变(肿块和微钙化)添加到通过DM系统(Mammomat Novation,Siemens)和BT原型获得的同一位女性的图像上。 DM和BT采集使用相同的光束质量。 25投影BT采集和重建(BT 25)产生的总吸收剂量约为单个DM视图的两倍。通过从重构中排除所有其他投影图像(BT 13),可以实现与DM大致相同的剂量。数字化模拟微钙化以与DM和BT图像不同的对比度添加。还将直径为8 mm的模拟质量添加到BT图像中。进行了一系列的4种强制选择(4AFC)人类观察者实验。四名医学物理学家参加了所有实验,每种实验条件下均进行60次试验。观察者以固定的图像序列速度以电影模式解释BT图像体积。确定了实现2.5的可检测性指标(d')所需的阈值对比度(S t)(即92.5个正确决策)。结果:DM中用于质量检测的S t比BT中所需的S t高约2倍,这表明与DM相比,在BT条件下质量检测得到了改善。在两种BT剂量水平(BT 25和BT 13)下,用于BT的微钙化检测的S t均高于DM,DM和BT 13之间的S t具有统计学上的显着差异。这些结果表明,检测性能呈剂量依赖性降低在BT中用于检测微钙化。结论:与先前的研究一致,在BT中可检测到8毫米大小的肿块,而在DM中的对比度要比DM少,这表明BT的检测性能得到了改善。但是,对于所研究的微钙化,这项研究的结果表明,在相同剂量水平下,BT的性能可能比DM差。

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