Optimized signal of calcifications in wide-angle digital breast tomosynthesis systems: a virtual clinical study

L. Vancoillie, L. Cockmartin, Ferdinand Lueck, N. Marshall, R. Nanke, S. Kappler, H. Bosmans
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Abstract

PURPOSE: To investigate differences in microcalcification detection performance for different acquisition setups in digital breast tomosynthesis (DBT), a convex dose distribution and sparser number of projections compared to the standard set-up was evaluated via a virtual clinical trial (VCT). METHODS AND MATERIALS: Following the Institutional Review Board (IRB) approval and patient consent, mediolateral oblique (MLO) DBT views were acquired at twice the automatic exposure controlled (AEC) dose level; omitting the craniocaudal (CC) view limited the total examination dose. Microcalcification clusters were simulated into the DBT projections and noise was added to simulate lower dose levels. Three set-ups were evaluated: (1) 25 DBT projections acquired with a fixed dose/projection at the clinically used AEC dose level, (2) 25 DBT projections with dose/projection following a convex dose distribution along the scan arc, and (3) 13 DBT projections at higher dose with the total scan dose equal to the AEC dose level and preserving the angular range of 50° (sparse). For the convex set-up, dose/projection started at 0.035 mGy at the extremes and increased to 0.163 mGy for the central projection. A Siemens prototype algorithm was used for reconstruction. An alternative free-response receiver operating characteristic (AFROC) study was conducted with 6 readers to compare the microcalcification detection between the acquisition set-ups. Sixty cropped VOIs of 50x50x(breast thickness) mm3 per set-up were included, of which 50% contained a microcalcification cluster. In addition to localization of the cluster, the readers were asked to count the individual calcifications. The area under the AFROC curve was used to compare the different acquisition set-ups and a paired t-test was used to test significance. RESULTS: The AUCs for the standard, convex and sparse set-up were 0.97±0.01, 0.95±0.02 and 0.89±0.03, respectively, indicating no significant difference between standard and convex set-up (p=0.309), but a significant decrease in detectability was found for the sparse set-up (p=0.001). The number of detected calcifications per cluster was not significantly different between standard and convex set-ups (p=0.049), with 42%±9% and 40%±8%, respectively. The sparse set-up scored lower with a relative number of detected microcalcifications of 34%±11%, but this decrease was not significant (p=0.031). CONCLUSION: A convex dose distribution that increased dose along the scan arc towards the central projections did not increase detectability of microcalcifications in the DBT planes compared to the current AEC set-up. Conversely, a sparse set of projections acquired over the total scan arc decreased microcalcification detectability compared to the variable dose and current clinical set-up.
广角数字乳房断层合成系统中钙化的优化信号:一项虚拟临床研究
目的:为了研究不同采集装置在数字乳腺断层合成(DBT)中微钙化检测性能的差异,通过虚拟临床试验(VCT)评估了与标准装置相比的凸剂量分布和稀疏投影数量。方法和材料:经机构审查委员会(IRB)批准和患者同意,在两倍自动暴露控制(AEC)剂量水平下获得中外侧斜位(MLO) DBT视图;忽略颅侧(CC)视图限制了总检查剂量。微钙化团簇被模拟到DBT投影中,并加入噪声来模拟较低剂量水平。评估了三种设置:(1)在临床上使用的AEC剂量水平上以固定剂量/投影获得25个DBT投影,(2)剂量/投影沿扫描弧呈凸形分布的25个DBT投影,以及(3)高剂量下的13个DBT投影,总扫描剂量等于AEC剂量水平,并保持50°角范围(稀疏)。对于凸形设置,剂量/投影在极端处从0.035 mGy开始,在中心投影处增加到0.163 mGy。采用西门子原型算法进行重构。另一项自由反应接收器工作特性(AFROC)研究是由6个读取器进行的,以比较不同采集装置之间的微钙化检测。每个设置包括60个50x50x(乳房厚度)mm3的剪切voi,其中50%包含微钙化簇。除了集群的定位,读者被要求计算单个钙化。使用AFROC曲线下的面积来比较不同的采集设置,并使用配对t检验来检验显著性。结果:标准设置、凸设置和稀疏设置的auc分别为0.97±0.01、0.95±0.02和0.89±0.03,说明标准设置和凸设置之间无显著差异(p=0.309),但稀疏设置的可检出性显著降低(p=0.001)。每簇检测到的钙化数量在标准组和凸组之间没有显著差异(p=0.049),分别为42%±9%和40%±8%。稀疏设置评分较低,检测到的微钙化相对数量为34%±11%,但这种降低并不显著(p=0.031)。结论:与目前的AEC设置相比,沿扫描弧向中心投影方向增加剂量的凸剂量分布并没有增加DBT平面微钙化的可检出性。相反,与可变剂量和当前临床设置相比,在总扫描弧上获得的稀疏投影集降低了微钙化的可检测性。
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