基于投影的视觉引导用于机器人辅助射频针插入
Projection-based visual guidance for robot-aided RF needle insertion.
作者信息
Wen Rong, Chui Chee-Kong, Ong Sim-Heng, Lim Kah-Bin, Chang Stephen Kin-Yong
机构信息
Department of Mechanical Engineering, National University of Singapore, Singapore, 117576, Singapore,
出版信息
Int J Comput Assist Radiol Surg. 2013 Nov;8(6):1015-25. doi: 10.1007/s11548-013-0897-4. Epub 2013 May 7.
PURPOSE
The use of projector-based augmented reality (AR) in surgery may enable surgeons to directly view anatomical models and surgical data from the patient's surface (skin). It has the advantages of a consistent viewing focus on the patient, an extended field of view and augmented interaction. This paper presents an AR guidance mechanism with a projector-camera system to provide the surgeon with direct visual feedback for supervision of robotic needle insertion in radiofrequency (RF) ablation treatment.
METHODS
The registration of target organ models to specific positions on the patient body is performed using a surface-matching algorithm and point-based registration. An algorithm based on the extended Kalman filter and spatial transformation is used to intraoperatively compute the virtual needle's depth in the patient's body for AR display.
RESULTS
Experiments of this AR system on a mannequin were conducted to evaluate AR visualization and accuracy of virtual RF needle insertion. The average accuracy of 1.86 mm for virtual needle insertion met the clinical requirement of 2 mm or better. The feasibility of augmented interaction with a surgical robot using the proposed open AR interface with active visual feedback was demonstrated.
CONCLUSIONS
The experimental results demonstrate that this guidance system is effective in assisting a surgeon to perform a robot-assisted radiofrequency ablation procedure. The novelty of the work lies in establishing a navigational procedure for percutaneous surgical augmented intervention integrating a projection-based AR guidance and robotic implementation for surgical needle insertion.
目的
在手术中使用基于投影仪的增强现实(AR)技术,可能使外科医生能够直接从患者体表(皮肤)查看解剖模型和手术数据。它具有始终聚焦于患者、视野扩展和交互增强等优点。本文提出一种带有投影仪 - 摄像头系统的AR引导机制,为外科医生在射频(RF)消融治疗中监督机器人针插入提供直接视觉反馈。
方法
使用表面匹配算法和基于点的配准方法,将目标器官模型配准到患者身体的特定位置。使用基于扩展卡尔曼滤波器和空间变换的算法在术中计算虚拟针在患者体内的深度,用于AR显示。
结果
在人体模型上对该AR系统进行实验,以评估AR可视化和虚拟RF针插入的准确性。虚拟针插入的平均精度为1.86毫米,满足了2毫米或更高的临床要求。展示了使用所提出的具有主动视觉反馈的开放式AR接口与手术机器人进行增强交互的可行性。
结论
实验结果表明,该引导系统在协助外科医生进行机器人辅助射频消融手术方面是有效的。这项工作的新颖之处在于建立了一种经皮手术增强干预的导航程序,该程序整合了基于投影的AR引导和用于手术针插入的机器人实施。