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A Virtual Reality System for PTCD Simulation Using Direct Visuo-Haptic Rendering of Partially Segmented Image Data

机译:使用部分分割的图像数据的直接视觉触觉渲染进行PTCD仿真的虚拟现实系统

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摘要

This study presents a new visuo-haptic virtual reality (VR) training and planning system for percutaneous transhepatic cholangio-drainage (PTCD) based on partially segmented virtual patient models. We only use partially segmented image data instead of a full segmentation and circumvent the necessity of surface or volume mesh models. Haptic interaction with the virtual patient during virtual palpation, ultrasound probing and needle insertion is provided. Furthermore, the VR simulator includes X-ray and ultrasound simulation for image-guided training. The visualization techniques are GPU-accelerated by implementation in Cuda and include real-time volume deformations computed on the grid of the image data. Computation on the image grid enables straightforward integration of the deformed image data into the visualization components. To provide shorter rendering times, the performance of the volume deformation algorithm is improved by a multigrid approach. To evaluate the VR training system, a user evaluation has been performed and deformation algorithms are analyzed in terms of convergence speed with respect to a fully converged solution. The user evaluation shows positive results with increased user confidence after a training session. It is shown that using partially segmented patient data and direct volume rendering is suitable for the simulation of needle insertion procedures such as PTCD.
机译:这项研究提出了一种基于部分分段的虚拟患者模型的经皮经肝穿刺胆管引流术(PTCD)的新的虚拟触觉虚拟现实(VR)培训和计划系统。我们仅使用部分分割的图像数据,而不是完全分割,并且避免了曲面或体积网格模型的必要性。提供了在虚拟触诊,超声探测和针头插入过程中与虚拟患者的触觉交互。此外,VR模拟器还包括X射线和超声模拟,用于图像引导训练。可视化技术通过Cuda中的实现而由GPU加速,并且包括在图像数据网格上计算的实时体积变形。通过图像网格上的计算,可以将变形的图像数据直接集成到可视化组件中。为了提供更短的渲染时间,体积变形算法的性能通过多网格方法得以改善。为了评估VR训练系统,已经执行了用户评估,并针对完全收敛的解决方案,根据收敛速度分析了变形算法。培训课程结束后,用户评估显示出积极的结果,并且增强了用户的信心。结果表明,使用部分分割的患者数据和直接体积绘制适合模拟PTCD等针头插入过程。

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