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新型时空非线性波束形成器在稀疏合成孔径超声成象中的应用。

Novel spatio-temporal non-linear beamformers for sparse synthetic aperture ultrasound imaging.

机构信息

Biomedical Ultrasound Laboratory, Department of Applied Mechanics, Indian Institute of Technology Madras, Chennai, India.

Biomedical Ultrasound Laboratory, Department of Applied Mechanics, Indian Institute of Technology Madras, Chennai, India.

出版信息

Ultrasonics. 2022 Dec;126:106832. doi: 10.1016/j.ultras.2022.106832. Epub 2022 Aug 20.

Abstract

The development of two modified non-linear beamformers, Spatio-Temporal Delay Multiply and Sum (ST-DMAS) and Spatio-Temporal Delay Euclidian-Weighted Multiply and Sum (ST-DewMAS) is reported in this paper. A sparse-transmit scheme (with only 8 transmits) on Synthetic Transmit Aperture technique (sparse STA) was chosen to evaluate the beamformers ability to generate the high-resolution Ultrasound image. These methods allow for obtaining superior-quality imaging at enhanced frame rates. The different beamformers of ST-DewMAS, ST-DMAS, Filtered Delay Multiply and Sum (F-DMAS), and Delay and Sum (DAS), were compared in terms of the Axial and Lateral Resolutions, AR and LR, respectively, Contrast-to-Noise Ratio (CNR), Contrast Ratio (CR), and Generalized CNR (GCNR). Experimental results demonstrate that the developed ST-DMAS and ST-DewMAS reconstruction on sparse STA technique resulted in better quality images compared to those obtained using DAS and F-DMAS. Specifically, the metrics of AR, LR CR, CNR, and GCNR showed improvements of more than 25% (for ST-DMAS) and 40 % (for ST-DewMAS) over those from DAS and F-DMAS beamformed images, respectively. Thus, the results demonstrate that the frame rate and image quality of an US system can both be enhanced by ST-DewMAS compared to the beamformers of F-DMAS and DAS.

摘要

本文报道了两种改进的非线性波束形成器,时空延迟乘法求和(ST-DMAS)和时空延迟欧几里得加权乘法求和(ST-DewMAS)的发展。选择稀疏发射方案(仅 8 个发射)合成发射孔径技术(稀疏 STA)来评估波束形成器生成高分辨率超声图像的能力。这些方法允许以增强的帧率获得更高质量的成像。在轴向和横向分辨率(分别为 AR 和 LR)、对比噪声比(CNR)、对比比(CR)和广义 CNR(GCNR)方面,比较了 ST-DewMAS、ST-DMAS、滤波延迟乘法求和(F-DMAS)和延迟求和(DAS)的不同波束形成器。实验结果表明,与 DAS 和 F-DMAS 相比,稀疏 STA 技术上开发的 ST-DMAS 和 ST-DewMAS 重建产生的图像质量更好。具体来说,AR、LR CR、CNR 和 GCNR 的指标分别比 DAS 和 F-DMAS 波束形成图像提高了 25%以上(对于 ST-DMAS)和 40%(对于 ST-DewMAS)。因此,结果表明与 F-DMAS 和 DAS 相比,ST-DewMAS 可以提高 US 系统的帧率和图像质量。

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