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Ultrasound Image-guided Tracking Algorithm for Moving-tumor Treatment

机译:超声波图像引导跟踪算法,用于移动肿瘤处理

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Image-guided technology, such as MR-guided focused ultrasound surgery, has recently proposed as a treatment for moving-tumor. However, the 3 Hz frame rate of MR imaging is still too slow for real-time tracking of the tumor in motion. The fact that a 30 Hz frame rate can easily be achieved with the ultrasound imaging system makes it a very viable option. In this study, an ultrasound imaging tracking algorithm for liver tumor has been developed. The proposed ultrasound imaging tracking algorithm utilized the concepts of pattern matching, local search, and image correlation to track a pre-specified target area in real time. In order to know the resolution of the proposed tracking algorithm, animal experiments were conducted. Three 6 degree-of-freedom electromagnetic tracking sensors, the 3D guidance trakSTAR, were surgically attached to the liver of anesthetized pigs. The liver motion could then be derived from the position signal from the trakSTAR sensors with a resolution of 0.5mm. The in-vivo experiments showed the tracking accuracy of the ultrasound-guided tracking algorithm is better than 1 mm for moving tumors.
机译:最近提出了MR-Guided Foced Ultrasound手术,如MR-Guided Focused Ultrawroun Surgery的技术引导技术作为移动肿瘤的治疗方法。然而,对于MR成像的3 Hz帧速率仍然太慢,以便在运动中实时跟踪肿瘤。通过超声成像系统可以容易地实现30 Hz帧速率的事实使其成为非常可行的选择。在该研究中,已经开发了一种用于肝肿瘤的超声成像跟踪算法。所提出的超声成像跟踪算法利用模式匹配,本地搜索和图像相关的概念,以实时跟踪预先指定的目标区域。为了了解所提出的跟踪算法的分辨率,进行了动物实验。三种自由度电磁跟踪传感器,3D指导Trakstar,手术依附于麻醉猪的肝脏。然后可以从Trakstar传感器的位置信号导出肝脏运动,分辨率为0.5mm。体内实验表明,用于移动肿瘤的超声波引导跟踪算法的跟踪精度优于1mm。

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