Evaluation of a Low-Cost Amplifier With System Optimization in Thermoacoustic Tomography: Characterization and Imaging of Ex-Vivo and In-Vivo Samples.

IF 4.4 2区 医学 Q2 ENGINEERING, BIOMEDICAL
Md Tarikul Islam, Mohsin Zafar, Ravi Prakash, Deepika Aggrawal, Danilo Erricolo, James Lin, Kamran Avanaki
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引用次数: 0

Abstract

Microwave-induced thermoacoustic tomography (TAT) is a hybrid imaging technique that combines microwave excitation with ultrasound detection to create detailed images of biological tissue. Most TAT systems require a costly amplification system (or a sophisticated high-power microwave source), which limits the wide adoption of this imaging modality. We have developed a rotating single-element thermoacoustic tomography (RTAT) system using a low-cost amplifier that has been optimized in terms of microwave signal pulse width and antenna placement. The optimized system, enhanced with signal averaging, advanced signal processing, and a deep learning computational core, successfully produced adequate-quality images. The system has been characterized in terms of spatial resolution, imaging depth, acquisition speed, and multispectral capabilities utilizing tissue-like phantoms, ex-vivo specimens and in-vivo imaging. We believe our low-cost, portable system expands accessibility for the research community, empowering more groups to explore thermoacoustic imaging. It supports the development of advanced signal processing algorithms to optimize both low-power and even high-power TAT systems, accelerating the clinical adoption of this promising imaging modality.

微波诱导热声层析成像(TAT)是一种混合成像技术,它将微波激励与超声波检测相结合,以生成生物组织的详细图像。大多数 TAT 系统需要昂贵的放大系统(或复杂的高功率微波源),这限制了这种成像方式的广泛应用。我们开发了一种旋转式单元件热声断层成像(RTAT)系统,该系统使用低成本放大器,并在微波信号脉冲宽度和天线位置方面进行了优化。优化后的系统通过信号平均、高级信号处理和深度学习计算核心得到了增强,成功生成了适当质量的图像。该系统在空间分辨率、成像深度、采集速度以及利用类组织模型、体外标本和体内成像的多光谱功能等方面都具有特色。我们相信,我们的低成本便携式系统将为研究界带来更多便利,让更多团体有能力探索热声成像。它支持先进信号处理算法的开发,以优化低功率甚至高功率热声成像系统,加快这种前景广阔的成像模式的临床应用。
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来源期刊
IEEE Transactions on Biomedical Engineering
IEEE Transactions on Biomedical Engineering 工程技术-工程:生物医学
CiteScore
9.40
自引率
4.30%
发文量
880
审稿时长
2.5 months
期刊介绍: IEEE Transactions on Biomedical Engineering contains basic and applied papers dealing with biomedical engineering. Papers range from engineering development in methods and techniques with biomedical applications to experimental and clinical investigations with engineering contributions.
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