用于超分辨率超声成像的经光学验证的微血管模型

Jaime Parra Raad, Daniel Lock, Yi-Yi Liu, Mark Solomon, Laura Peralta, Kirsten Christensen-Jeffries
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摘要

超分辨超声(SRUS)通过定位和跟踪空间隔离的微泡造影剂,对超过超声衍射极限(波长($\lambda$)/2)的微血管进行观察。SRUS 模体通常由简单的管状结构组成,直径低于 100$\mu$m 的通道不可用。此外,这些模型通常易碎且不稳定,地面实况验证有限,其简单的结构限制了 SRUS 算法的评估。为了帮助 SRUS 的开发,需要具有已知生理相关微血管的坚固耐用的模型来进行可重复的 SRUS 测试。这项工作提出了一种方法来制作可用于 SRUS 验证的光学测量的耐用微血管模型。该方法使用嵌入聚二甲基硅氧烷的微血管负印模来制作微血管模型。具有可变微血管密度的分支微血管模型经过光学验证,血管直径小至$\sim$ 60 $\mu$m($\lambda$/5.8;$\lambda$ =$\sim$ 350 $\mu$m)。进行了 SRUS 成像,并用光学测量进行了验证。SRUS 平均误差为 15.61 $\mu$m ($\lambda$/22),标准偏差误差为 11.44 $\mu$m。一旦每个估计直径的局部微气泡数量超过 1000 个,平均误差就会下降到 7.93 $\mu$m ($\lambda$/44)。此外,制作一年后测量的声学和光学特性以及模型的机械韧性的差异小于 10%,这证明了它们的长期耐用性。这项工作提出了一种制造耐用且经过光学验证的复杂微血管模型的方法,这种方法可用于量化 SRUS 的性能并促进其进一步发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optically-Validated Microvascular Phantom for Super-Resolution Ultrasound Imaging
Super-resolution ultrasound (SRUS) visualises microvasculature beyond the ultrasound diffraction limit (wavelength($\lambda$)/2) by localising and tracking spatially isolated microbubble contrast agents. SRUS phantoms typically consist of simple tube structures, where diameter channels below 100 $\mu$m are not available. Furthermore, these phantoms are generally fragile and unstable, have limited ground truth validation, and their simple structure limits the evaluation of SRUS algorithms. To aid SRUS development, robust and durable phantoms with known and physiologically relevant microvasculature are needed for repeatable SRUS testing. This work proposes a method to fabricate durable microvascular phantoms that allow optical gauging for SRUS validation. The methodology used a microvasculature negative print embedded in a Polydimethylsiloxane to fabricate a microvascular phantom. Branching microvascular phantoms with variable microvascular density were demonstrated with optically validated vessel diameters down to $\sim$ 60 $\mu$m ($\lambda$/5.8; $\lambda$ =$\sim$ 350 $\mu$m). SRUS imaging was performed and validated with optical measurements. The average SRUS error was 15.61 $\mu$m ($\lambda$/22) with a standard deviation error of 11.44 $\mu$m. The average error decreased to 7.93 $\mu$m ($\lambda$/44) once the number of localised microbubbles surpassed 1000 per estimated diameter. In addition, the less than 10$\%$ variance of acoustic and optical properties and the mechanical toughness of the phantoms measured a year after fabrication demonstrated their long-term durability. This work presents a method to fabricate durable and optically validated complex microvascular phantoms which can be used to quantify SRUS performance and facilitate its further development.
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