Vector-flow imaging of slowly moving ex vivo blood with photoacoustics and pulse-echo ultrasound

IF 7.1 1区 医学 Q1 ENGINEERING, BIOMEDICAL
Caitlin Smith , Jami Shepherd , Guillaume Renaud , Kasper van Wijk
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引用次数: 0

Abstract

We present a technique called photoacoustic vector-flow (PAVF) to quantify the speed and direction of flowing optical absorbers at each pixel from acoustic-resolution PA images. By varying the receiving angle at each pixel in post-processing, we obtain multiple estimates of the phase difference between consecutive frames. These are used to solve the overdetermined photoacoustic Doppler equation with a least-squares approach to estimate a velocity vector at each pixel. This technique is tested in bench-top experiments and compared to simultaneous pulse-echo ultrasound vector-flow (USVF) on whole rat blood at speeds on the order of 1 mm/s. Unlike USVF, PAVF can detect flow without stationary clutter filtering in this experiment, although the velocity estimates are highly underestimated. When applying spatio-temporal singular value decomposition clutter filtering, the flow speed can be accurately estimated with an error of 16.8% for USVF and 8.9% for PAVF for an average flow speed of 2.5 mm/s.

利用光声学和脉冲回波超声对缓慢移动的体外血液进行矢量流成像
我们提出了一种名为 "光声矢量流(PAVF)"的技术,用于量化声学分辨率光声图像中每个像素上流动的光吸收体的速度和方向。通过在后处理中改变每个像素的接收角度,我们可以获得连续帧之间相位差的多个估计值。这些估计值用于求解超定光声多普勒方程,采用最小二乘法估算每个像素的速度矢量。这项技术在台式实验中进行了测试,并与同步脉冲回波超声矢量流(USVF)进行了比较,后者在大鼠全血中的速度约为 1 mm/s。与 USVF 不同的是,PAVF 在本实验中无需静态杂波过滤就能检测到血流,尽管速度估计值被严重低估。当应用时空奇异值分解杂波滤波时,在平均流速为 2.5 mm/s 的情况下,USVF 可以准确估计流速,误差为 17%,PAVF 为 9%。
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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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