延迟求和和最小方差技术生成的模拟超声图像的定性和定量比较

M. Kohler, L. Neves, A. Zimbico, J. Maia, A. Assef, E. Costa
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引用次数: 0

摘要

波束形成技术已成功地用于实时超声成像和应用。传统上,大多数商用超声系统仍然执行标准的延迟和和(DAS)波束形成的b模式成像。该技术对单个换能器元件接收到的超声波射频(RF)回波进行时间延迟和相干求和,以对准焦点处的后向散射信号。然而,传感器孔径大小和系统工作频率限制了DAS可实现的图像分辨率和对比度。为此,研究了基于自适应波束形成算法的新方法,如最小方差(MV),以提高换能器接收到的信号质量,降低噪声和干扰的影响。本文利用Field II声场仿真软件,比较了DAS技术生成的b型超声图像和MV结合DAS波束形成的图像。一个模拟的幻影有18个目标,被分成三组,周围有一个统一的背景。为了进行定性分析,给出了利用DAS和MV波束形成器模拟的二维和三维图像。通过测量中心目标群的轴向和横向半最大全宽度(FWHM)和几何失真率(GDR),定量分析了MV与DAS波束形成的性能。根据这些指标,在轴向FWHM方面没有观察到明显的变化。然而,MV方法显著降低了40%以上的横向FWHM,最小GDR为37%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Qualitative and quantitative comparison of simulated ultrasound images generated by delay-and-sum and minimum variance techniques
The beamforming technique has been successfully used for real-time ultrasound imaging and applications. Traditionally, the most commercially available ultrasound systems still implement standard Delay-and-Sum (DAS) beamforming for B-mode imaging. This technique performs the time delay and coherent summation of ultrasonic radiofrequency (RF) echoes received by individual transducer elements to align the backscattered signals at the focal point. However, the transducer aperture size and system operating frequency limit the image resolution and contrast achievable with DAS. For this reason, new methods based on adaptive beamforming algorithms, such as Minimum Variance (MV), have been studied to improve the quality of the signal received by the transducer and reduce the effects of noise and interference. This work compares a B-mode ultrasound image generated by the DAS technique and the MV combined with DAS beamforming using Field II acoustic field simulation software. A simulated phantom with 18 targets, separated into three groups, and surrounded by a uniform background, was created. For qualitative analysis, two-dimensional and three-dimensional images simulated using DAS and MV beamformers are presented. The quantitative analyses were employed to compare the performance of the MV over the DAS beamforming using axial and lateral full width at half maximum (FWHM) and geometric distortion ratio (GDR) measurements of the central target group. According to those metrics, no significant changes were observed regarding the axial FWHM. However, the MV method considerably reduced the lateral FWHM by more than 40%, with a minimum GDR of 37%.
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