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Improving Image Quality by Accounting for Changes in Water Temperature during a Photoacoustic Tomography Scan

机译:提高光声断层摄影扫描过程由会计水温的变化图像质量

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摘要

The emerging field of photoacoustic tomography is rapidly evolving with many new system designs and reconstruction algorithms being published. Many systems use water as a coupling medium between the scanned object and the ultrasound transducers. Prior to a scan, the water is heated to body temperature to enable small animal imaging. During the scan, the water heating system of some systems is switched off to minimize the risk of bubble formation, which leads to a gradual decrease in water temperature and hence the speed of sound. In this work, we use a commercially available scanner that follows this procedure, and show that a failure to model intra-scan temperature decreases as small as 1.5°C leads to image artifacts that may be difficult to distinguish from true structures, particularly in complex scenes. We then improve image quality by continuously monitoring the water temperature during the scan and applying variable speed of sound corrections in the image reconstruction algorithm. While upgrading to an air bubble-free heating pump and keeping it running during the scan could also solve the changing temperature problem, we show that a software correction for the temperature changes provides a cost-effective alternative to a hardware upgrade. The efficacy of the software corrections was shown to be consistent across objects of widely varying appearances, namely physical phantoms, ex vivo tissue, and in vivo mouse imaging. To the best of our knowledge, this is the first study to demonstrate the efficacy of modeling temporal variations in the speed of sound during photoacoustic scans, as opposed to spatial variations as focused on by previous studies. Since air bubbles pose a common problem in ultrasonic and photoacoustic imaging systems, our results will be useful to future small animal imaging studies that use scanners with similarly limited heating units.
机译:随着许多新的系统设计和重构算法的发布,光声层析成像的新兴领域正在迅速发展。许多系统使用水作为被扫描物体和超声换能器之间的耦合介质。扫描之前,将水加热到体温,以进行小型动物成像。在扫描过程中,某些系统的水加热系统将关闭,以最大程度地减少气泡形成的风险,这会导致水温逐渐降低,从而导致声速下降。在这项工作中,我们使用遵循此步骤的市售扫描仪,结果表明无法对扫描内温度进行建模时,将其降低至1.5°C会导致图像伪影,这些伪影可能难以与真实结构区分开,尤其是在复杂的环境中。场景。然后,我们通过在扫描过程中连续监控水温并在图像重建算法中应用可变速度的声音校正来提高图像质量。升级到无气泡的加热泵并使其在扫描过程中保持运行还可以解决温度变化的问题,但我们证明,对温度变化进行软件校正可以提供经济高效的硬件升级替代方案。事实证明,软件校正的效果在外观各异的对象(即体模,离体组织和体内小鼠成像)中是一致的。据我们所知,这是第一项证明对光声扫描过程中声速的时间变化建模的有效性的研究,这与先前研究重点关注的空间变化相反。由于气泡是超声和光声成像系统中的一个普遍问题,因此我们的研究结果对于将来的小动物成像研究很有用,这些研究使用的扫描仪具有类似的加热单元。

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