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Vector Projectile Imaging: Time-Resolved Dynamic Visualization of Complex Flow Patterns

成像体模 帧速率 矢量流 流动可视化 可视化 分叉 体积流量 流量(数学) 斑点图案 射弹 物理 计算机科学 光学 计算机视觉 人工智能 机械 图像(数学) 图像分割 非线性系统 量子力学
作者
Billy Y. S. Yiu,Simon S. M. Lai,Alfred C. H. Yu
出处
期刊:Ultrasound in Medicine and Biology [Elsevier]
卷期号:40 (9): 2295-2309 被引量:171
标识
DOI:10.1016/j.ultrasmedbio.2014.03.014
摘要

Achieving non-invasive, accurate and time-resolved imaging of vascular flow with spatiotemporal fluctuations is well acknowledged to be an ongoing challenge. In this article, we present a new ultrasound-based framework called vector projectile imaging (VPI) that can dynamically render complex flow patterns over an imaging view at millisecond time resolution. VPI is founded on three principles: (i) high-frame-rate broad-view data acquisition (based on steered plane wave firings); (ii) flow vector estimation derived from multi-angle Doppler analysis (coupled with data regularization and least-squares fitting); (iii) dynamic visualization of color-encoded vector projectiles (with flow speckles displayed as adjunct). Calibration results indicated that by using three transmit angles and three receive angles (-10°, 0°, +10° for both), VPI can consistently compute flow vectors in a multi-vessel phantom with three tubes positioned at different depths (1.5, 4, 6 cm), oriented at different angles (-10°, 0°, +10°) and of different sizes (dilated diameter: 2.2, 4.4 and 6.3 mm; steady flow rate: 2.5 mL/s). The practical merit of VPI was further illustrated through an anthropomorphic flow phantom investigation that considered both healthy and stenosed carotid bifurcation geometries. For the healthy bifurcation with 1.2-Hz carotid flow pulses, VPI was able to render multi-directional and spatiotemporally varying flow patterns (using a nominal frame rate of 416 fps or 2.4-ms time resolution). In the case of stenosed bifurcations (50% eccentric narrowing), VPI enabled dynamic visualization of flow jet and recirculation zones. These findings suggest that VPI holds promise as a new tool for complex flow analysis.
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