Virtual platform of photoacoustic tomography based on K-Wave

信号(编程语言) 计算机科学 信噪比(成像) 声学 生物医学中的光声成像 迭代重建 计算机视觉 噪音(视频) 激光器 光声多普勒效应 投影(关系代数) MATLAB语言 人工智能 超声波传感器 光学 物理 图像(数学) 电信 算法 程序设计语言 操作系统
作者
Qianxiang Wan,Zihao Li,Hongyu Zhang,Shangkun Hou,Hao Zhou,Xianlin Song
出处
期刊:Sixteenth National Conference on Laser Technology and Optoelectronics 卷期号:147: 170-170
标识
DOI:10.1117/12.2603840
摘要

Photoacoustic imaging is a biological non-destructive and non-invasive detection method based on the photoacoustic effect. It not only has the advantages of high optical imaging accuracy, high speed, and high contrast, but also has the advantages of good tissue penetration of ultrasound imaging. Early diagnosis of diseases, molecular optics, brain science and other fields have a wide range of applications. However, because the photoacoustic imaging technology is a multi-modal hybrid imaging technology, the research of this technology often requires expensive experimental equipment, and the experimental operation is complicated. Based on the K-Wave toolbox in Matlab, this paper builds a simulation platform for photoacoustic signals. Using this platform, successfully simulate the process of the ultrasonic signal emitted by the sample after absorbing the pulsed laser, and different numbers of sensors were used to collect the signal, and multiple sets of reconstructed images were obtained through back projection. By analyzing the relationship between the number of sensors and the reconstructed image and its signal-to-noise ratio and signal distribution, it is obtained that when the number of sensors is 50, the reconstructed image is clearer, the reconstructed signal distribution is closer to the original signal, and the signal-to-noise ratio is high. When the number of sensors gradually increased to 100, the reconstructed image, signal distribution, and signal-to-noise ratio did not change significantly, but the number of sensors doubled. Due to the high price of sensors, 50 to 100 sensors can be selected (or 50-100 angles can be scanned), which can reduce imaging time and cost while ensuring high imaging quality. Simulation platform of photoacoustic tomography base on K-Wave has the advantages of fast and convenient operation, and can complete the reconstruction of photoacoustic signals with high quality. From the relationship between the number of sensors and the signal distribution and signal-to-noise ratio of the reconstructed image, the influence of the number of sensors on the simulation effect can be obtained, which provides theoretical guidance for the application of photoacoustic imaging in biomedicine.
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