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Ultrasonic Multipath and Beamforming Clutter Reduction: A Chirp Model Approach

机译:超声波多径和波束成形杂波减少:线性调频模型方法

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摘要

In vivo ultrasonic imaging with transducer arrays suffers from image degradation due to beamforming limitations, which includes diffraction limited beamforming as well as beamforming degradation due to tissue inhomogeneity. Additionally, based on recent studies, multipath scattering also causes significant image degradation. To reduce degradation from both sources, we propose a model-based, signal decomposition scheme. The proposed algorithm identifies spatial frequency signatures to decompose received wavefronts into their most significant scattering sources. Scattering sources originating from a region of interest are used to reconstruct decluttered wavefronts, which are beamformed into decluttered radio frequency (RF) scan lines or A-lines.To test the algorithm, ultrasound system channel data were acquired during liver scans from 8 patients. Multiple data sets were acquired from each patient, with 55 total data sets, 43 of which had identifiable hypoechoic regions on normal B-mode images. The data sets with identifiable hypoechoic regions were analyzed. The results show the decluttered B-mode images have an average improvement in contrast over normal images of 7.3±4.6 dB. The CNR changed little on average between normal and decluttered B-mode, −0.4±5.9 dB. The in vivo speckle SNR decreased; the change was −0.65±0.28. Phantom speckle SNR also decreased but only by −0.40±0.03.
机译:具有换能器阵列的体内超声成像由于波束形成的限制而遭受图像劣化,这包括衍射受限的波束形成以及由于组织不均匀导致的波束形成劣化。另外,基于最近的研究,多径散射也导致显着的图像劣化。为了减少两种来源的退化,我们提出了一种基于模型的信号分解方案。所提出的算法识别空间频率签名,以将接收到的波前分解成它们最重要的散射源。来自感兴趣区域的散射源用于重建杂波前阵面,将其波束成形为杂波射频(RF)扫描线或A线。为了测试该算法,从8位患者的肝脏扫描过程中获取了超声系统通道数据。从每位患者中获取了多个数据集,共有55个数据集,其中43个在正常B型图像上具有可识别的低回声区域。分析具有可识别的低回声区域的数据集。结果表明,与常规图像相比,杂乱的B模式图像的对比度平均提高了7.3±4.6 dB。 CNR在正常B模式和杂散B模式之间的平均变化很小,为-0.4±5.9 dB。体内斑点SNR降低;变化为-0.65±0.28。幻影斑点SNR也降低,但仅降低了-0.40±0.03。

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  • 作者

    Brett Byram; Marko Jakovljevic;

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  • 年(卷),期 -1(61),3
  • 年度 -1
  • 页码 428–440
  • 总页数 27
  • 原文格式 PDF
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