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自适应合成孔径方法在超声组织谐波成像中的应用。

An Adaptive Synthetic Aperture Method Applied to Ultrasound Tissue Harmonic Imaging.

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2018 Apr;65(4):557-569. doi: 10.1109/TUFFC.2018.2799870.

Abstract

In recent years, the minimum variance (MV) beamformer has been highly regarded since it provides high resolution and contrast in B-mode ultrasound imaging compared with nonadaptive delay-and-sum (DAS) beamformer. However, the performance of MV beamformer is degraded in the presence of the noise due to inaccurate estimation of the covariance matrix resulting in low-quality images. The conventional tissue harmonic imaging (THI) offers multiple advantages over conventional pulse-echo ultrasound imaging, including enhanced contrast resolution and improved axial and lateral resolutions, but low signal-to-noise ratio (SNR) is a major problem facing this imaging method, which uses a fixed transmit focus and dynamic receive focusing (DRF). In this paper, a synthetic aperture method based on the virtual source, namely, bidirectional pixel-based focusing (BiPBF), has been combined with the MV beamformer and then applied to second-harmonic ultrasound imaging. The main objective is suppressing the noise level to enhance the performance of the MV beamformer in the harmonic imaging, especially in lower and deeper depths where the SNR is low. In addition, combining the BiPBF and MV weighting results in simultaneous improvement in imaging resolution and contrast, in comparison with the conventional methods: DRF (DAS), BiPBF (DAS), and DRF (MV). The performance of the proposed method is evaluated on simulated and experimental RF data. The THI is achieved using the pulse-inversion technique. The results of the simulated wire phantom demonstrate that the proposed beamformer can achieve the best lateral resolution, along different depths, compared with DRF (DAS), BiPBF (DAS), and DRF (MV) methods. The results of the simulated and experimental cyst phantoms show that the new beamformer improves the contrast ratio (CR) and contrast-to-noise ratio (CNR) of the resulting images. In results of simulated cyst phantom, in average, the new beamformer improves the CR and CNR of the cyst about (7.4 dB, 49%), (3.2 dB, 16%), and (5 dB, 26%) compared with DRF (DAS), BiPBF (DAS), and DRF (MV), respectively. In results of experimental cyst phantom, these relative improvements are about (4.2 dB, 22%), (1.7 dB, 7%), and (2.6 dB, 15%). In addition, BiPBF (MV) method offers improved edge definition of cysts in comparison with the other methods.

摘要

近年来,最小方差(MV)波束形成器备受关注,因为与非自适应延迟求和(DAS)波束形成器相比,它在 B 模式超声成像中提供了更高的分辨率和对比度。然而,由于协方差矩阵估计不准确,MV 波束形成器在存在噪声的情况下性能会下降,导致图像质量下降。传统的组织谐波成像是在常规脉冲回波超声成像的基础上发展起来的,具有增强的对比度分辨率和提高的轴向和侧向分辨率等多种优势,但低信噪比(SNR)是该成像方法面临的主要问题,该方法使用固定的发射焦点和动态接收聚焦(DRF)。在本文中,我们将基于虚拟源的合成孔径方法,即双向像素聚焦(BiPBF)与 MV 波束形成器相结合,并将其应用于二次谐波超声成像。主要目标是抑制噪声水平,以提高 MV 波束形成器在谐波成像中的性能,特别是在 SNR 较低的较深和较深处。此外,与传统方法(DRF(DAS)、BiPBF(DAS)和 DRF(MV)相比,将 BiPBF 和 MV 加权结合起来可同时提高成像分辨率和对比度。我们在模拟和实验 RF 数据上评估了所提出方法的性能。使用脉冲反转技术实现谐波成像。模拟线体 phantom 的结果表明,与 DRF(DAS)、BiPBF(DAS)和 DRF(MV)方法相比,所提出的波束形成器可以在不同深度下实现最佳的横向分辨率。模拟和实验囊肿 phantom 的结果表明,新的波束形成器提高了图像的对比率(CR)和对比度噪声比(CNR)。在模拟囊肿 phantom 的结果中,平均而言,与 DRF(DAS)、BiPBF(DAS)和 DRF(MV)相比,新的波束形成器分别提高了囊肿的 CR 和 CNR 约(7.4 dB,49%)、(3.2 dB,16%)和(5 dB,26%)。在实验囊肿 phantom 的结果中,这些相对改进分别约为(4.2 dB,22%)、(1.7 dB,7%)和(2.6 dB,15%)。此外,与其他方法相比,BiPBF(MV)方法提供了更好的囊肿边缘定义。

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