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A High-Resolution USCT Echo Imaging Method with Reduced Data-Acquisition

机译:具有减少数据采集的高分辨率USCT回声成像方法

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In recent years, ultrasound computed tomography (USCT) has been developing as an alternative to mammography for the screening/diagnosis of breast cancer because it is non-ionizing and able to create 3D volume images. The state-of-the-art USCT echo imaging method that achieves the highest possible spatial resolution is synthetic aperture (SA). However, in order to reconstruct a high-resolution image, SA requires a large number of transmissions (TX), which leads to time-consuming data-acquisition process and heavy data-storage demands, thus rendering USCT inefficient for large-scale fast screening. Here, we propose a new imaging method that enables using 1/10 less TX to reconstruct images with even better spatial resolution than SA. Instead of using back-projection which is the basis of SA, we formulate the USCT imaging problem into a large linear equation system and reconstruct the image by solving the inversion problem. This new method is valuable in promoting the application of USCT in the large-scale fast screening of breast cancer, since reducing of TX leads to faster data-acquisition and less data-storage demands.
机译:近年来,超声计算断层扫描(USCT)一直在开发乳腺X线摄影的替代方法,用于筛查/诊断乳腺癌,因为它是非电离和能够创建3D体积图像。实现最高可能空间分辨率的最先进的USCT回声成像方法是合成孔径(SA)。然而,为了重建高分辨率图像,SA需要大量的传输(TX),这导致耗时的数据采集过程和重型数据存储需求,从而使USCT效率低于大规模快速筛选。在这里,我们提出了一种新的成像方法,该方法使得能够使用1/10较少的Tx来重建比SA更好的空间分辨率的图像。我们代替使用SA的基础的后投影,我们将USCT成像问题配合到大线性方程系统中,并通过解决反转问题来重建图像。这种新方法在促进USCT在乳腺癌大规模快速筛查中的应用是有价值的,因为减少TX导致更快的数据采集和更少的数据存储需求。

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