提高光声成像信噪比的多孔径编码方案

IF 7.1 1区 医学 Q1 ENGINEERING, BIOMEDICAL
Amir Gholampour , Camilo Cano , Marc R.H.M. van Sambeek , Richard Lopata , Min Wu , Hans-Martin Schwab
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引用次数: 0

摘要

光声成像技术可产生光诱导超声波信号,以非侵入方式提供有关人体内部结构和组织形态的宝贵信息。与传统的光声成像(PAI)系统相比,多孔径光声成像(MP-PAI)系统在分辨率、对比度和视场方面都有所改进。在此之前,已经推出了一种 MP-PAI 系统原型,它基于多个具有共享通道的电容式微型机械超声换能器(CMUT),这样,一个 CMUT 中的每个元件都与其他 CMUT 中的对应元件共享通道。系统利用 CMUT 的偏置电压在它们之间切换,并及时复用接收到的信号。尽管进行了各种改进,但 PAI 的信噪比(SNR)仍然有限。为解决这一问题,我们提出了一种多孔径编码方案(MAES),以进一步提高多孔径 PAI 系统的信噪比。所提议的方法包括根据编码矩阵同时接收多个 CMUT 的信号,而不是在单个 CMUT 之间切换。因此,共享信道包含信号的叠加,随后通过应用解码矩阵恢复信号。本文提出了一个利用任意编码序列计算信噪比的分析模型,并通过数值模拟和实验研究对该方法进行了验证。实验中考虑了双极性和单极性编码序列。数值结果表明,与传统的 MP-PAI 相比,当使用 15 个传感器时,S 序列和截断哈达玛编码 MAES 将分别获得 5.8 和 8.8 dB 的 SNR 增益。在实验中,三个换能器采用 S 序列编码,其信噪比比传统 MP-PAI 方法提高了 1.5 分贝,这与分析模型十分吻合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A multi-aperture encoding scheme for increased SNR in photoacoustic Imaging

Photoacoustic imaging creates light-induced ultrasonic signals to provide valuable information on internal body structures and tissue morphology non-invasively. A multi-aperture photoacoustic imaging (MP-PAI) system is an improvement over conventional photoacoustic imaging (PAI) systems in terms of resolution, contrast, and field of view. Previously, a prototype MP-PAI system was introduced based on multiple capacitive micromachined ultrasound transducers (CMUTs) with shared channels, such that each element in a CMUT shares its channel with its counterpart in other CMUTs. The system uses the biasing voltages of the CMUTs to switch between them and multiplex the received signals in time. Notwithstanding all the enhancements, the signal-to-noise ratio (SNR) remains limited in PAI. To address this issue, we are proposing a multi-aperture encoding scheme (MAES) to further increase the SNR in a multi-aperture PAI system. The proposed method involves receiving signals with multiple CMUTs simultaneously based on an encoding matrix, instead of switching between individual CMUTs. As a result, shared channels contain a superposition of signals, which are later recovered by applying a decoding matrix. Here, an analytical model for computing SNR with an arbitrary encoding sequence is presented, and the method is validated through numerical simulations and in an experimental study. Bipolar and unipolar encoding sequences were considered for the experiments. The numerical results show, in comparison to conventional MP-PAI, that MAES will obtain an SNR gain of 5.8 and 8.8 dB for S-sequence and truncated Hadamard encodings, respectively, when using 15 transducers. In experiments, three transducers are encoded by S-sequences and show 1.5 dB improvement in SNR over conventional MP-PAI method, which aligns well with the analytical model.

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来源期刊
Photoacoustics
Photoacoustics Physics and Astronomy-Atomic and Molecular Physics, and Optics
CiteScore
11.40
自引率
16.50%
发文量
96
审稿时长
53 days
期刊介绍: The open access Photoacoustics journal (PACS) aims to publish original research and review contributions in the field of photoacoustics-optoacoustics-thermoacoustics. This field utilizes acoustical and ultrasonic phenomena excited by electromagnetic radiation for the detection, visualization, and characterization of various materials and biological tissues, including living organisms. Recent advancements in laser technologies, ultrasound detection approaches, inverse theory, and fast reconstruction algorithms have greatly supported the rapid progress in this field. The unique contrast provided by molecular absorption in photoacoustic-optoacoustic-thermoacoustic methods has allowed for addressing unmet biological and medical needs such as pre-clinical research, clinical imaging of vasculature, tissue and disease physiology, drug efficacy, surgery guidance, and therapy monitoring. Applications of this field encompass a wide range of medical imaging and sensing applications, including cancer, vascular diseases, brain neurophysiology, ophthalmology, and diabetes. Moreover, photoacoustics-optoacoustics-thermoacoustics is a multidisciplinary field, with contributions from chemistry and nanotechnology, where novel materials such as biodegradable nanoparticles, organic dyes, targeted agents, theranostic probes, and genetically expressed markers are being actively developed. These advanced materials have significantly improved the signal-to-noise ratio and tissue contrast in photoacoustic methods.
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