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一种用于超声计算机断层扫描中三维全波形反演的、结合了聚焦于高程的换能器特性的正向模型。

A forward model incorporating elevation-focused transducer properties for 3D full-waveform inversion in ultrasound computed tomography.

作者信息

Li Fu, Villa Umberto, Duric Nebojsa, Anastasio Mark A

出版信息

ArXiv. 2023 Sep 14:arXiv:2301.07787v2.

Abstract

Ultrasound computed tomography (USCT) is an emerging medical imaging modality that holds great promise for improving human health. Full-waveform inversion (FWI)-based image reconstruction methods account for the relevant wave physics to produce high spatial resolution images of the acoustic properties of the breast tissues. A practical USCT design employs a circular ring-array comprised of elevation-focused ultrasonic transducers, and volumentric imaging is achieved by translating the ring-array orthogonally to the imaging plane. In commonly deployed slice-by-slice (SBS) reconstruction approaches, the three-dimensional (3D) volume is reconstructed by stacking together two-dimensional (2D) images reconstructed for each position of the ring-array. A limitation of the SBS reconstruction approach is that it does not account for 3D wave propagation physics and the focusing properties of the transducers, which can result in significant image artifacts and inaccuracies. To perform 3D image reconstruction when elevation-focused transducers are employed, a numerical description of the focusing properties of the transducers should be included in the forward model. To address this, a 3D computational model of an elevation-focused transducer is developed to enable 3D FWI-based reconstruction methods to be deployed in ring-array-based USCT. The focusing is achieved by applying a spatially varying temporal delay to the ultrasound pulse (emitter mode) and recorded signal (receiver mode). The proposed numerical transducer model is quantitatively validated and employed in computer-simulation studies that demonstrate its use in image reconstruction for ring-array USCT.

摘要

超声计算机断层扫描(USCT)是一种新兴的医学成像模态,对改善人类健康具有巨大潜力。基于全波形反演(FWI)的图像重建方法考虑了相关的波动物理特性,以生成乳腺组织声学特性的高空间分辨率图像。一种实用的USCT设计采用由仰角聚焦超声换能器组成的圆环阵列,通过将圆环阵列垂直于成像平面平移来实现容积成像。在常用的逐片(SBS)重建方法中,三维(3D)体积是通过将为圆环阵列的每个位置重建的二维(2D)图像堆叠在一起而重建的。SBS重建方法的一个局限性在于它没有考虑3D波传播物理特性和换能器的聚焦特性,这可能会导致显著的图像伪影和不准确。当使用仰角聚焦换能器进行3D图像重建时,换能器聚焦特性的数值描述应包含在正演模型中。为了解决这个问题,开发了一种仰角聚焦换能器的3D计算模型,以使基于3D FWI的重建方法能够应用于基于圆环阵列的USCT。聚焦是通过对超声脉冲(发射模式)和记录信号(接收模式)应用空间变化的时间延迟来实现的。所提出的数值换能器模型经过了定量验证,并应用于计算机模拟研究,证明了其在圆环阵列USCT图像重建中的应用。

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