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Photoacoustic-based visual servoing of a needle tip

机译:基于光声的针尖视觉伺服

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摘要

In intraoperative settings, the presence of acoustic clutter and reflection artifacts from metallic surgical tools often reduces the effectiveness of ultrasound imaging and complicates the localization of surgical tool tips. We propose an alternative approach for tool tracking and navigation in these challenging acoustic environments by augmenting ultrasound systems with a light source (to perform photoacoustic imaging) and a robot (to autonomously and robustly follow a surgical tool regardless of the tissue medium). The robotically controlled ultrasound probe continuously visualizes the location of the tool tip by segmenting and tracking photoacoustic signals generated from an optical fiber inside the tool. System validation in the presence of fat, muscle, brain, skull, and liver tissue with and without the presence of an additional clutter layer resulted in mean signal tracking errors <2 mm, mean probe centering errors <1 mm, and successful recovery from ultrasound perturbations, representing either patient motion or switching from photoacoustic images to ultrasound images to search for a target of interest. A detailed analysis of channel SNR in controlled experiments with and without significant acoustic clutter revealed that the detection of a needle tip is possible with photoacoustic imaging, particularly in cases where ultrasound imaging traditionally fails. Results show promise for guiding surgeries and procedures in acoustically challenging environments with this novel robotic and photoacoustic system combination.
机译:在术中环境中,金属手术工具产生的声音杂波和反射伪影经常会降低超声成像的效率,并使手术工具尖端的定位复杂化。我们通过在超声系统中增加一个光源(执行光声成像)和一个机器人(无论组织介质如何自主地并稳固地跟随手术工具),为这些挑战性的声学环境中的工具跟踪和导航提出了一种替代方法。机器人控制的超声波探头通过分段和跟踪从工具内部的光纤产生的光声信号,连续可视化工具尖端的位置。在存在脂肪,肌肉,大脑,颅骨和肝组织的情况下进行系统验证(有或没有额外的杂波层)导致平均信号跟踪误差<2mm,平均探针对中误差<1mm,并成功从超声中恢复扰动,代表患者运动或从光声图像切换到超声图像以搜索感兴趣的目标。在有或没有明显声杂波的对照实验中,对通道SNR的详细分析表明,光声成像可以检测到针尖,特别是在超声成像传统上失败的情况下。结果表明,通过这种新颖的机器人和光声系统的结合,有望在声学困难的环境中指导手术和程序。

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