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高能量分辨率高光谱 X 射线成像在低剂量对比增强数字乳腺摄影中的应用。

High Energy Resolution Hyperspectral X-Ray Imaging for Low-Dose Contrast-Enhanced Digital Mammography.

出版信息

IEEE Trans Med Imaging. 2017 Sep;36(9):1784-1795. doi: 10.1109/TMI.2017.2706065. Epub 2017 May 18.

DOI:10.1109/TMI.2017.2706065
PMID:28541197
Abstract

Contrast-enhanced digital mammography (CEDM) is an alternative to conventional X-ray mammography for imaging dense breasts. However, conventional approaches to CEDM require a double exposure of the patient, implying higher dose, and risk of incorrect image registration due to motion artifacts. A novel approach is presented, based on hyperspectral imaging, where a detector combining positional and high-resolution spectral information (in this case based on Cadmium Telluride) is used. This allows simultaneous acquisition of the two images required for CEDM. The approach was tested on a custom breast-equivalent phantom containing iodinated contrast agent (Niopam 150®). Two algorithms were used to obtain images of the contrast agent distribution: K-edge subtraction (KES), providing images of the distribution of the contrast agent with the background structures removed, and a dual-energy (DE) algorithm, providing an iodine-equivalent image and a water-equivalent image. The high energy resolution of the detector allowed the selection of two close-by energies, maximising the signal in KES images, and enhancing the visibility of details with the low surface concentration of contrast agent. DE performed consistently better than KES in terms of contrast-to-noise ratio of the details; moreover, it allowed a correct reconstruction of the surface concentration of the contrast agent in the iodine image. Comparison with CEDM with a conventional detector proved the superior performance of hyperspectral CEDM in terms of the image quality/dose tradeoff.

摘要

对比增强数字乳腺 X 线摄影(CEDM)是一种替代传统 X 射线乳腺摄影的方法,用于对致密乳房进行成像。然而,传统的 CEDM 方法需要对患者进行两次曝光,这意味着剂量更高,并且由于运动伪影,存在图像配准不正确的风险。本文提出了一种基于高光谱成像的新方法,该方法使用一种探测器,该探测器结合了位置和高分辨率光谱信息(在这种情况下基于碲化镉)。这允许同时获取 CEDM 所需的两幅图像。该方法在包含碘造影剂(Niopam 150®)的定制乳腺等效体模上进行了测试。使用两种算法来获得对比剂分布的图像:K 边减法(KES),提供去除背景结构后的对比剂分布图像,以及双能(DE)算法,提供碘等效图像和水等效图像。探测器的高能量分辨率允许选择两个相邻的能量,从而在 KES 图像中最大化信号,并增强具有低表面浓度对比剂的细节的可见度。DE 在细节的对比噪声比方面始终优于 KES;此外,它允许在碘图像中正确重建对比剂的表面浓度。与传统探测器的 CEDM 进行比较证明了高光谱 CEDM 在图像质量/剂量权衡方面的优越性能。

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