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使用能量甄别光子计数探测器进行乳腺 CT 的能谱加权研究。

Investigation of energy weighting using an energy discriminating photon counting detector for breast CT.

机构信息

Department of Radiology, University of Massachusetts Medical School, Worcester, Massachusetts 01655, USA.

出版信息

Med Phys. 2013 Aug;40(8):081923. doi: 10.1118/1.4813901.

Abstract

PURPOSE

Breast CT is an emerging imaging technique that can portray the breast in 3D and improve visualization of important diagnostic features. Early clinical studies have suggested that breast CT has sufficient spatial and contrast resolution for accurate detection of masses and microcalcifications in the breast, reducing structural overlap that is often a limiting factor in reading mammographic images. For a number of reasons, image quality in breast CT may be improved by use of an energy resolving photon counting detector. In this study, the authors investigate the improvements in image quality obtained when using energy weighting with an energy resolving photon counting detector as compared to that with a conventional energy integrating detector.

METHODS

Using computer simulation, realistic CT images of multiple breast phantoms were generated. The simulation modeled a prototype breast CT system using an amorphous silicon (a-Si), CsI based energy integrating detector with different x-ray spectra, and a hypothetical, ideal CZT based photon counting detector with capability of energy discrimination. Three biological signals of interest were modeled as spherical lesions and inserted into breast phantoms; hydroxyapatite (HA) to represent microcalcification, infiltrating ductal carcinoma (IDC), and iodine enhanced infiltrating ductal carcinoma (IIDC). Signal-to-noise ratio (SNR) of these three lesions was measured from the CT reconstructions. In addition, a psychophysical study was conducted to evaluate observer performance in detecting microcalcifications embedded into a realistic anthropomorphic breast phantom.

RESULTS

In the energy range tested, improvements in SNR with a photon counting detector using energy weighting was higher (than the energy integrating detector method) by 30%-63% and 4%-34%, for HA and IDC lesions and 12%-30% (with Al filtration) and 32%-38% (with Ce filtration) for the IIDC lesion, respectively. The average area under the receiver operating characteristic curve (AUC) for detection of microcalcifications was higher by greater than 19% (for the different energy weighting methods tested) as compared to the AUC obtained with an energy integrating detector.

CONCLUSIONS

This study showed that breast CT with a CZT photon counting detector using energy weighting can provide improvements in pixel SNR, and detectability of microcalcifications as compared to that with a conventional energy integrating detector. Since a number of degrading physical factors were not modeled into the photon counting detector, this improvement should be considered as an upper bound on achievable performance.

摘要

目的

乳腺 CT 是一种新兴的成像技术,可三维显示乳房,并改善重要诊断特征的可视化效果。早期临床研究表明,乳腺 CT 具有足够的空间和对比分辨率,可准确检测乳房中的肿块和微钙化,减少在阅读乳腺 X 线图像时常出现的结构重叠。出于多种原因,使用能量分辨光子计数探测器可提高乳腺 CT 的图像质量。在这项研究中,作者研究了与传统能量积分探测器相比,使用能量加权时使用能量分辨光子计数探测器获得的图像质量改进。

方法

使用计算机模拟,生成了多个乳腺体模的逼真 CT 图像。该模拟使用基于非晶硅(a-Si)、CsI 的能量积分探测器和具有能量分辨能力的假设理想 CZT 基于光子计数探测器来模拟原型乳腺 CT 系统。将三种感兴趣的生物信号建模为球形病变并插入乳腺体模中;羟基磷灰石(HA)代表微钙化,浸润性导管癌(IDC)和碘增强浸润性导管癌(IIDC)。从 CT 重建中测量这些三个病变的信噪比(SNR)。此外,进行了一项心理物理学研究,以评估观察者在检测嵌入逼真人体乳腺体模中的微钙化时的表现。

结果

在所测试的能量范围内,使用能量加权的光子计数探测器的 SNR 提高了 30%-63%和 4%-34%,分别用于 HA 和 IDC 病变,以及 12%-30%(带 Al 滤波)和 32%-38%(带 Ce 滤波)用于 IIDC 病变。微钙化检测的受试者工作特征曲线(ROC)下面积(AUC)的平均值比使用能量积分探测器获得的 AUC 高大于 19%(对于测试的不同能量加权方法)。

结论

本研究表明,与传统的能量积分探测器相比,使用能量加权的 CZT 光子计数探测器的乳腺 CT 可以提高像素 SNR 和微钙化的可检测性。由于未将许多降级的物理因素建模到光子计数探测器中,因此应将此改进视为可实现性能的上限。

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