优化广角数字乳腺断层扫描中的钙化信号:虚拟成像试验。

IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
European Radiology Pub Date : 2024-10-01 Epub Date: 2024-03-28 DOI:10.1007/s00330-024-10712-9
Liesbeth Vancoillie, Lesley Cockmartin, Ferdinand Lueck, Nicholas Marshall, Machteld Keupers, Ralf Nanke, Steffen Kappler, Chantal Van Ongeval, Hilde Bosmans
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引用次数: 0

摘要

目标:采用虚拟成像试验(VIT)方法,评估数字乳腺断层合成(DBT)和合成二维乳腺X光摄影(SM)在不同采集设置下的微钙化可探测性:以两倍的自动曝光控制(AEC)剂量对八名患者进行了中外侧斜(MLO)DBT 采集。噪声被添加到投影中,以模拟给定的剂量轨迹。使用内部 VIT 框架将虚拟微钙化模型添加到给定的投影集中。对三种设置进行了评估:(1)标准采集,25 个投影,AEC 剂量;(2)25 个投影,凸剂量分布;(3)稀疏设置,13 个投影,每秒一个角度范围。总扫描剂量和角度范围保持不变。DBT 容量重建和合成乳腺 X 射线图像生成采用西门子原型算法。病变可探测性通过六名观察者进行的杰克刀-替代自由响应接收器操作特征(JAFROC)研究进行评估:对于 DBT,标准曲线下面积(AUC)为 0.97 ± 0.01,凸面为 0.95 ± 0.02,稀疏设置为 0.89 ± 0.03。标准剂量分布和凸剂量分布之间没有明显差异(p = 0.309)。稀疏投影明显降低了可探测性(p = 0.001)。采用凸面设置时,合成图像的 AUC 较高,但差异不明显(p = 0.435)。DBT所需的读片时间是合成乳腺放射摄影的四倍:讨论:与标准设置相比,凸面设置并没有明显提高 DBT 的可探测性。合成图像在凸面设置下的可探测性没有明显提高。稀疏设置明显降低了 DBT 和合成乳腺 X 射线摄影的可探测性:这项虚拟成像试验研究采用剂量中性方案,利用真实乳腺 X 射线图像设计并有效测试了不同的剂量分布轨迹:- 在 DBT 中,与当前的标准设置相比,凸面剂量分布并没有提高微钙化的可探测性,但却提高了 SM 图像的可探测性。- 与凸形和当前的临床设置相比,稀疏设置降低了DBT和SM图像中微钙化的可探测性。- 在所研究的系统中,使用标准或凸剂量设置以及默认的投影次数都能达到最佳微钙化簇检测效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimized signal of calcifications in wide-angle digital breast tomosynthesis: a virtual imaging trial.

Objectives: Evaluate microcalcification detectability in digital breast tomosynthesis (DBT) and synthetic 2D mammography (SM) for different acquisition setups using a virtual imaging trial (VIT) approach.

Materials and methods: Medio-lateral oblique (MLO) DBT acquisitions on eight patients were performed at twice the automatic exposure controlled (AEC) dose. The noise was added to the projections to simulate a given dose trajectory. Virtual microcalcification models were added to a given projection set using an in-house VIT framework. Three setups were evaluated: (1) standard acquisition with 25 projections at AEC dose, (2) 25 projections with a convex dose distribution, and (3) sparse setup with 13 projections, every second one over the angular range. The total scan dose and angular range remained constant. DBT volume reconstruction and synthetic mammography image generation were performed using a Siemens prototype algorithm. Lesion detectability was assessed through a Jackknife-alternative free-response receiver operating characteristic (JAFROC) study with six observers.

Results: For DBT, the area under the curve (AUC) was 0.97 ± 0.01 for the standard, 0.95 ± 0.02 for the convex, and 0.89 ± 0.03 for the sparse setup. There was no significant difference between standard and convex dose distributions (p = 0.309). Sparse projections significantly reduced detectability (p = 0.001). Synthetic images had a higher AUC with the convex setup, though not significantly (p = 0.435). DBT required four times more reading time than synthetic mammography.

Discussion: A convex setup did not significantly improve detectability in DBT compared to the standard setup. Synthetic images exhibited a non-significant increase in detectability with the convex setup. Sparse setup significantly reduced detectability in both DBT and synthetic mammography.

Clinical relevance statement: This virtual imaging trial study allowed the design and efficient testing of different dose distribution trajectories with real mammography images, using a dose-neutral protocol.

Key points: • In DBT, a convex dose distribution did not increase the detectability of microcalcifications compared to the current standard setup but increased detectability for the SM images. • A sparse setup decreased microcalcification detectability in both DBT and SM images compared to the convex and current clinical setups. • Optimal microcalcification cluster detection in the system studied was achieved using either the standard or convex dose setting, with the default number of projections.

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来源期刊
European Radiology
European Radiology 医学-核医学
CiteScore
11.60
自引率
8.50%
发文量
874
审稿时长
2-4 weeks
期刊介绍: European Radiology (ER) continuously updates scientific knowledge in radiology by publication of strong original articles and state-of-the-art reviews written by leading radiologists. A well balanced combination of review articles, original papers, short communications from European radiological congresses and information on society matters makes ER an indispensable source for current information in this field. This is the Journal of the European Society of Radiology, and the official journal of a number of societies. From 2004-2008 supplements to European Radiology were published under its companion, European Radiology Supplements, ISSN 1613-3749.
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