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使用与基于二阶导数的反投影方案相结合的合成孔径聚焦技术恢复基于圆形换能器阵列的光声层析成像的成像质量。

Restoring the imaging quality of circular transducer array-based PACT using synthetic aperture focusing technique integrated with 2nd-derivative-based back projection scheme.

作者信息

Gao Rongkang, Chen Tao, Ren Yaguang, Liu Liangjian, Chen Ningbo, Wong Kenneth K Y, Song Liang, Ma Xiaohui, Liu Chengbo

机构信息

Research Laboratory for Biomedical Optics and Molecular Imaging, CAS Key Laboratory of Health Informatics, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.

The University of Hong Kong, Department of Electrical and Electronic Engineering, Hong Kong China.

出版信息

Photoacoustics. 2023 Jul 24;32:100537. doi: 10.1016/j.pacs.2023.100537. eCollection 2023 Aug.

Abstract

Circular-array-based photoacoustic computed tomography (CA-PACT) is a promising imaging tool owing to its broad acoustic detection coverage and fidelity. However, CA-PACT suffers from poor image quality outside the focal zone along both elevational and lateral dimensions. To address this challenge, we proposed a novel reconstruction strategy by integrating the synthetic aperture focusing technique (SAFT) with the 2nd derivative-based back projection (2nd D-BP) algorithm to restore the image quality outside the focal zone along both the elevational and lateral axes. The proposed solution is a two-phase reconstruction scheme. In the first phase, with the assistance of an acoustic lens, we designed a circular array-based SAFT algorithm to restore the resolution and SNR along the elevational axis. The acoustic lens pushes the boundary of the upper limit of the SAFT scheme to achieve enhanced elevational resolution. In the second phase, we proposed a 2nd D-BP scheme to improve the lateral resolution and suppress noises in 3D imaging results. The 2nd D-BP strategy enhances the image quality along the lateral dimension by up-converting the high spatial frequencies of the object's absorption pattern. We validated the effectiveness of the proposed strategy using both phantoms and in vivo human experiments. The experimental results demonstrated superior image quality (7-fold enhancement in elevational resolution, 3-fold enhancement in lateral resolution, and an 11-dB increase in SNR). This strategy provides a new paradigm in the PACT system as it significantly enhances the spatial resolution and imaging contrast in both the elevational and lateral dimensions while maintaining a large focal zone.

摘要

基于环形阵列的光声计算机断层扫描(CA-PACT)由于其广泛的声学检测覆盖范围和保真度,是一种很有前景的成像工具。然而,CA-PACT在焦区以外的仰角和横向维度上图像质量较差。为应对这一挑战,我们提出了一种新颖的重建策略,即将合成孔径聚焦技术(SAFT)与基于二阶导数的反投影(2nd D-BP)算法相结合,以恢复焦区以外仰角和横向轴上的图像质量。所提出的解决方案是一种两阶段重建方案。在第一阶段,借助声学透镜,我们设计了一种基于环形阵列的SAFT算法,以恢复仰角轴上的分辨率和信噪比。声学透镜推动了SAFT方案上限的边界,以实现更高的仰角分辨率。在第二阶段,我们提出了一种2nd D-BP方案,以提高横向分辨率并抑制三维成像结果中的噪声。2nd D-BP策略通过对物体吸收模式的高空间频率进行上转换来提高横向维度上的图像质量。我们使用仿体和人体活体实验验证了所提出策略的有效性。实验结果表明图像质量优异(仰角分辨率提高7倍,横向分辨率提高3倍,信噪比提高11 dB)。该策略为光声计算机断层扫描系统提供了一种新范式,因为它在保持大焦区的同时,显著提高了仰角和横向维度上的空间分辨率和成像对比度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/813d/10407438/22b615aa492c/gr1.jpg

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