Suppr超能文献

超声多径和波束形成杂波抑制:线性调频模型方法。

Ultrasonic multipath and beamforming clutter reduction: a chirp model approach.

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2014 Mar;61(3):428-40. doi: 10.1109/TUFFC.2014.2928.

Abstract

In vivo ultrasonic imaging with transducer arrays suffers from image degradation resulting from beamforming limitations, including diffraction-limited beamforming and beamforming degradation caused by 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 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 contrast-to-noise ratio (CNR) changed little on average between normal and decluttered Bmode, -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.

摘要

体内超声成像是利用换能器阵列进行的,由于波束形成的限制,包括衍射受限波束形成和组织非均质性引起的波束形成退化,会导致图像质量下降。此外,基于最近的研究,多径散射也会导致图像质量显著下降。为了降低来自这两个来源的退化,我们提出了一种基于模型的信号分解方案。该算法识别空间频率特征,将接收的波前分解为其最重要的散射源。来自感兴趣区域的散射源用于重建无混叠的波前,这些波前被波束形成到无混叠的 RF 扫描线或 A 线中。为了测试该算法,从 8 名患者的肝脏扫描中采集了超声系统通道数据。从每位患者采集了多个数据集,总共采集了 55 个数据集,其中 43 个数据集在正常 B 模式图像上有可识别的低回声区域。对具有可识别低回声区域的数据集进行了分析。结果表明,无混叠 B 模式图像的对比度平均比正常图像提高了 7.3±4.6dB。正常和无混叠 B 模式之间的平均对比噪声比(CNR)变化不大,为-0.4±5.9dB。体内散斑信噪比降低,变化为-0.65±0.28。幻影散斑信噪比也降低了,但仅为-0.40±0.03。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b62/4090329/f2a13f4ed872/nihms579548f1.jpg

相似文献

1
2
A motion-based approach to abdominal clutter reduction.基于运动的腹部杂波减少方法。
IEEE Trans Ultrason Ferroelectr Freq Control. 2009 Nov;56(11):2437-49. doi: 10.1109/TUFFc.2009.1331.
4
6
Robust finite impulse response beamforming applied to medical ultrasound.应用于医学超声的稳健有限脉冲响应波束形成
IEEE Trans Ultrason Ferroelectr Freq Control. 2009 Jun;56(6):1168-88. doi: 10.1109/TUFFC.2009.1159.
8
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。
IEEE Trans Ultrason Ferroelectr Freq Control. 2015 Nov;62(11):1913-27. doi: 10.1109/TUFFC.2015.007004.

引用本文的文献

1
Methods for Enhancing the Robustness of the Generalized Contrast-to-Noise Ratio.提高广义对比度噪声比稳健性的方法
IEEE Trans Ultrason Ferroelectr Freq Control. 2023 Aug;70(8):831-842. doi: 10.1109/TUFFC.2023.3289157. Epub 2023 Aug 2.
5
Combining ADMIRE and MV to Improve Image Quality.结合 ADMIRE 和 MV 以提高图像质量。
IEEE Trans Ultrason Ferroelectr Freq Control. 2022 Sep;69(9):2651-2662. doi: 10.1109/TUFFC.2022.3194548. Epub 2022 Aug 26.
7
Advances in ultrasonography: image formation and quality assessment.超声成像技术的进展:图像形成与质量评估。
J Med Ultrason (2001). 2021 Oct;48(4):377-389. doi: 10.1007/s10396-021-01140-z. Epub 2021 Oct 20.
8
10
Evaluating Input Domain and Model Selection for Deep Network Ultrasound Beamforming.评估深度学习网络超声成束的输入域和模型选择。
IEEE Trans Ultrason Ferroelectr Freq Control. 2021 Jul;68(7):2370-2385. doi: 10.1109/TUFFC.2021.3064303. Epub 2021 Jun 29.

本文引用的文献

1
Aberration correction by time reversal of moving speckle noise.运动散斑噪声的时间反转像差校正。
IEEE Trans Ultrason Ferroelectr Freq Control. 2012 Jul;59(7):1575-83. doi: 10.1109/TUFFC.2012.2357.
2
Short-lag spatial coherence of backscattered echoes: imaging characteristics.背散射回波的短时滞空间相干性:成像特征。
IEEE Trans Ultrason Ferroelectr Freq Control. 2011 Jul;58(7):1377-88. doi: 10.1109/TUFFC.2011.1957.
4
A motion-based approach to abdominal clutter reduction.基于运动的腹部杂波减少方法。
IEEE Trans Ultrason Ferroelectr Freq Control. 2009 Nov;56(11):2437-49. doi: 10.1109/TUFFc.2009.1331.
5
Robust finite impulse response beamforming applied to medical ultrasound.应用于医学超声的稳健有限脉冲响应波束形成
IEEE Trans Ultrason Ferroelectr Freq Control. 2009 Jun;56(6):1168-88. doi: 10.1109/TUFFC.2009.1159.
6
Phase coherence imaging.相位相干成像
IEEE Trans Ultrason Ferroelectr Freq Control. 2009 May;56(5):958-74. doi: 10.1109/TUFFC.2009.1128.
8
Broadband minimum variance beamforming for ultrasound imaging.用于超声成像的宽带最小方差波束形成
IEEE Trans Ultrason Ferroelectr Freq Control. 2009 Feb;56(2):314-25. doi: 10.1109/TUFFC.2009.1040.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验