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基于模型的杂波抑制对杂波、像差波前的影响。

The Impact of Model-Based Clutter Suppression on Cluttered, Aberrated Wavefronts.

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2017 Oct;64(10):1450-1464. doi: 10.1109/TUFFC.2017.2729944. Epub 2017 Jul 20.

Abstract

Recent studies reveal that both phase aberration and reverberation play a major role in degrading ultrasound image quality. We previously developed an algorithm for suppressing clutter, but we have not yet tested it in the context of aberrated wavefronts. In this paper, we evaluate our previously reported algorithm, called aperture domain model image reconstruction (ADMIRE), in the presence of phase aberration and in the presence of multipath scattering and phase aberration. We use simulations to investigate phase aberration corruption and correction in the presence of reverberation. As part of this paper, we observed that ADMIRE leads to suppressed levels of aberration. In order to accurately characterize aberrated signals of interest, we introduced an adaptive component to ADMIRE to account for aberration, referred to as adaptive ADMIRE. We then use ADMIRE, adaptive ADMIRE, and conventional filtering methods to characterize aberration profiles on in vivo liver data. These in vivo results suggest that adaptive ADMIRE could be used to better characterize a wider range of aberrated wavefronts. The aberration profiles' full-width at half-maximum of ADMIRE, adaptive ADMIRE, and postfiltered data with 0.4- mm spatial cutoff frequency are 4.0 ± 0.28 mm, 2.8 ± 1.3 mm, and 2.8 ± 0.57 mm, respectively, while the average root-mean square values in the same order are 16 ± 5.4 ns, 20 ± 6.3 ns, and 19 ± 3.9 ns, respectively. Finally, because ADMIRE suppresses aberration, we perform a limited evaluation of image quality using simulations and in vivo data to determine how ADMIRE and adaptive ADMIRE perform with and without aberration correction.

摘要

最近的研究表明,相位像差和混响都对超声图像质量的恶化起着重要作用。我们之前开发了一种用于抑制杂波的算法,但尚未在像差波前的情况下对其进行测试。在本文中,我们评估了我们之前报道的算法,称为孔径域模型图像重建(ADMIRE),在存在像差和多路径散射和相位像差的情况下。我们使用模拟来研究混响存在时的相位像差 corruption 和校正。作为本文的一部分,我们观察到 ADMIRE 导致像差水平降低。为了准确地描述感兴趣的像差信号,我们引入了一个自适应组件到 ADMIRE 中,以适应像差,称为自适应 ADMIRE。然后,我们使用 ADMIRE、自适应 ADMIRE 和传统滤波方法来描述体内肝脏数据的像差分布。这些体内结果表明,自适应 ADMIRE 可用于更好地描述更广泛的像差波前。ADMIRE、自适应 ADMIRE 和带 0.4-mm 空间截止频率的后滤波数据的像差分布半峰全宽分别为 4.0±0.28mm、2.8±1.3mm 和 2.8±0.57mm,而相同顺序的平均均方根值分别为 16±5.4ns、20±6.3ns 和 19±3.9ns。最后,由于 ADMIRE 抑制了像差,我们使用模拟和体内数据进行了图像质量的有限评估,以确定 ADMIRE 和自适应 ADMIRE 在有和没有像差校正的情况下的性能如何。

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本文引用的文献

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A model and regularization scheme for ultrasonic beamforming clutter reduction.一种用于超声波束形成杂波抑制的模型与正则化方案。
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