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使用高能 X 射线在线相敏和商用成像系统对数字乳腺断层合成中的模拟肿瘤进行检测能力比较。

Detectability comparison of simulated tumors in digital breast tomosynthesis using high-energy X-ray inline phase sensitive and commercial imaging systems.

机构信息

Advanced Medical Imaging Center and School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK 73019, USA.

Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT 84132, USA.

出版信息

Phys Med. 2018 Mar;47:34-41. doi: 10.1016/j.ejmp.2018.02.012. Epub 2018 Feb 23.

Abstract

This study compared the detectability of simulated tumors using a high-energy X-ray inline phase sensitive digital breast tomosynthesis (DBT) prototype and a commercial attenuation-based DBT system. Each system imaged a 5-cm thick modular breast phantom with 50-50 adipose-glandular percentage density containing contrast-detail (CD) test objects to simulate different tumor sizes. A commercial DBT system acquired 15 projection views over 15 degrees (15d-15p) was used to acquire the attenuation-based projection views and to reconstruct the conventional DBT slices. Attenuation-based projection views were acquired at 32 kV, 46 mAs with a mean glandular dose (D) of 1.6 mGy. For acquiring phase sensitive projection views, the prototype utilized two acquisition geometries: 11 projection views were acquired over 15 degrees (15d-11p), and 17 projection views were acquired over 16 degrees (16d-17p) at 120 kV, 5.27 mAs with 1.51 mGy under the magnification (M) of 2. A phase retrieval algorithm based on the phase-attenuation duality (PAD) was applied to each projection view, and a modified Feldkamp-Davis-Kress (FDK) algorithm was used to reconstruct the phase sensitive DBT slices. Simulated tumor margins were rated as more conspicuous and better visualized for both phase sensitive acquisition geometries versus conventional DBT imaging. The CD curves confirmed the improvement in both contrast and spatial resolutions with the phase sensitive DBT imaging. The superiority of the phase sensitive DBT imaging was further endorsed by higher contrast to noise ratio (CNR) and figure-of-merit (FOM) values. The CNR improvements provided by the phase sensitive DBT prototype were sufficient to offset the noise reduction provided by the attenuation-based DBT imaging.

摘要

本研究比较了高能 X 射线在线相敏数字乳腺断层合成(DBT)原型和商业基于衰减的 DBT 系统对模拟肿瘤的检测能力。每个系统对一个 5cm 厚的模块式乳腺体模进行成像,该体模具有 50-50 脂肪腺体百分比密度,包含对比细节(CD)测试对象,以模拟不同大小的肿瘤。商业 DBT 系统采集 15 度(15d-15p)共 15 个投影视图,用于采集基于衰减的投影视图并重建传统 DBT 切片。基于衰减的投影视图以 32kV、46mAs 采集,平均腺体剂量(D)为 1.6mGy。为了采集相敏投影视图,原型利用两种采集几何结构:在 15 度(15d-11p)上采集 11 个投影视图,在 16 度(16d-17p)上采集 17 个投影视图,管电压为 120kV、5.27mAs,放大率(M)为 2 时剂量为 1.51mGy。应用基于相位-衰减对偶性(PAD)的相位重建算法对每个投影视图进行处理,使用改进的 Feldkamp-Davis-Kress(FDK)算法对相敏 DBT 切片进行重建。模拟肿瘤边缘在相敏采集几何结构与传统 DBT 成像相比被评为更明显,更易于可视化。CD 曲线证实了相敏 DBT 成像在对比度和空间分辨率方面的提高。相敏 DBT 成像的优越性还通过更高的对比噪声比(CNR)和品质因数(FOM)值得到了进一步的证实。相敏 DBT 原型提供的 CNR 提高足以抵消基于衰减的 DBT 成像提供的噪声降低。

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