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Fusing acoustic and optical sensing for needle tracking with ultrasound

机译:融合声光传感技术,以超声波进行针头跟踪

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Needles are used in many surgical procedures such as drug delivery or needle biopsies. One of the key challenges when using needles in these interventions is the placement of the needle. Placement of the needle at the goal position will ensure proper execution of the surgical plan as well as avoid possible complications. This work explores tracking a needle with a piezoelectric sensor embedded at its tip with an ultrasound transducer and a mono-camera. While each of the ultrasound transducer and the mono-camera sensors are insufficient on their own, one can uniquely locate the position of the piezoelectric sensor by combining these two sources of sensor information together. The information from each sensor can be processed to determine a geometrical locus on which the piezoelectric sensor must lie. By spatially combining the geometrical loci from the two sensors using an ultrasound calibration process, one can uniquely determine the location of the piezoelectric sensor. An experiment in a water tank was conducted with the computed results compared to ground truth cartesian stage data. An in-plane accuracy measure resulted in errors of 0.63mm and 0.18mm. The relative accuracy measure had a minimum, maximum, mean, and standard deviation of 0.02mm, 2.15mm, 0.61mm, and 0.61mm respectively. Future work will focus on demonstrating this method in more realistic ex vivo scenarios and explore whether our listed assumptions hold.
机译:针用于许多外科手术程序中,例如药物输送或针头活检。在这些干预措施中使用针头时的主要挑战之一是针头的放置。将针头放置在目标位置将确保正确执行手术计划并避免可能的并发症。这项工作探索了用超声换能器和单相机在其尖端嵌入压电传感器跟踪针头的方法。尽管超声换能器和单摄像机传感器中的每一个都不足够,但是通过将这两种传感器信息源组合在一起,可以唯一地定位压电传感器的位置。来自每个传感器的信息可以被处理以确定压电传感器必须位于其上的几何轨迹。通过使用超声校准过程在空间上组合来自两个传感器的几何轨迹,可以唯一地确定压电传感器的位置。在水箱中进行了一项实验,将计算结果与地面真实笛卡尔级数据进行了比较。平面内精度测量导致的误差分别为0.63mm和0.18mm。相对精度度量的最小值,最大值,平均值和标准偏差分别为0.02mm,2.15mm,0.61mm和0.61mm。未来的工作将集中在更现实的离体情况下演示此方法,并探讨我们列出的假设是否成立。

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