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首页> 外文期刊>IEEE Transactions on Medical Imaging >High Energy Resolution Hyperspectral X-Ray Imaging for Low-Dose Contrast-Enhanced Digital Mammography
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High Energy Resolution Hyperspectral X-Ray Imaging for Low-Dose Contrast-Enhanced Digital Mammography

机译:高能量分辨率高光谱X射线成像技术,用于低剂量造影剂增强型数字化乳腺摄影

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摘要

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.
机译:对比增强型乳腺X线摄影术(CEDM)是常规X射线乳腺摄影术的替代方法,用于对密集的乳房进行成像。然而,CEDM的常规方法需要患者两次曝光,这意味着更高的剂量,以及由于运动伪像而导致不正确的图像配准的风险。提出了一种基于高光谱成像的新颖方法,其中使用了结合位置和高分辨率光谱信息(在这种情况下,基于碲化镉)的检测器。这允许同时获取CEDM所需的两个图像。在定制的含碘造影剂的乳房等效体模(Niopam150®)上测试了该方法。两种算法用于获取造影剂分布的图像:K边缘减法(KES)(提供去除背景结构的造影剂分布的图像)和双能(DE)算法,提供碘-等效图像和等效水图像。检测器的高能量分辨率允许选择两种近距离能量,以最大化KES图像中的信号,并以低的造影剂表面浓度增强细节的可见性。就细节的对比度噪声比而言,DE的性能始终优于KES;此外,它可以正确地重建碘图像中造影剂的表面浓度。与常规检测器与CEDM的比较证明,在图像质量/剂量平衡方面,高光谱CEDM具有出色的性能。

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