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System Integration and Preliminary In-Vivo Experiments of a Robot for Ultrasound Guidance and Monitoring during Radiotherapy

机译:放疗过程中超声引导和监测机器人的系统集成和体内初步实验

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摘要

We are developing a cooperatively-controlled robot system in which a clinician and robot share control of a 3D ultrasound (US) probe. The goals of the system are to provide guidance for patient setup and real-time target monitoring during fractionated radiotherapy. Currently, there is limited use of realtime US image feedback during radiotherapy for lower abdominal organs and it has not yet been clinically applied for upper abdominal organs. One challenge is that placing an US probe on the patient produces tissue deformation around the target organ, leading to displacement of the target. Our solution is to perform treatment planning on the deformed organ and then to reproduce this deformation during radiotherapy. We therefore introduce a robot system to hold the US probe on the patient. In order to create a consistent deformation, the system records the robot position, contact force, and reference US image during simulation and then introduces virtual constraints (soft virtual fixtures) to guide the clinician to correctly place the probe during the fractionated treatments. Because the robot is under-actuated (5 motorized and 6 passive degrees-of-freedom), the guidance also involves a graphical user interface (adjustment GUI) to achieve the desired probe orientation. This paper presents the integrated system, a proposed clinical workflow, the results of an initial in-vivo canine study with a 3-DOF robot, and the results of phantom experiments with an improved 5-DOF robotic system. The results suggest that the guidance may enable the clinician to more consistently and accurately place the US probe.
机译:我们正在开发一种协作控制的机器人系统,其中临床医生和机器人共享3D超声(US)探头的控制权。该系统的目标是为分级放疗期间的患者设置和实时目标监控提供指导。当前,在下腹部器官放疗期间对实时美国图像反馈的使用有限,并且尚未在临床上用于上腹部器官。一个挑战是,将US探针放置在患者身上会导致目标器官周围的组织变形,从而导致目标移位。我们的解决方案是对变形的器官进行治疗计划,然后在放射治疗期间重现这种变形。因此,我们引入了一个机器人系统来将US探头固定在患者身上。为了产生一致的变形,系统会在模拟过程中记录机器人的位置,接触力和参考US图像,然后引入虚拟约束(软虚拟固定装置)以指导临床医生在分次治疗期间正确放置探头。由于机器人操作不足(5个电动和6个被动自由度),因此该指南还涉及图形用户界面(调整GUI),以实现所需的探头方向。本文介绍了集成系统,拟议的临床工作流程,使用3-DOF机器人进行的初始犬科动物研究的结果以及使用改进的5-DOF机器人系统进行的体模实验的结果。结果表明,该指导可能使临床医生能够更一致,更准确地放置US探头。

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