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An adaptive deviation-feedback approach for simulating multiple devices interaction in virtual interventional radiology

机译:模拟虚拟介入放射学中多个设备交互的自适应偏差反馈方法

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摘要

Endovascular intervention is widely used in the treatment of cardiovascular and cerebrovascular diseases. This procedure requires physicians to be highly skilled at manipulating surgical devices such as catheters and guidewires. Virtual reality-based interventional simulators for surgical skills training have many advantages over traditional training methods. Simulation of the behavior of interventional devices is a very challenging task when developing such a simulator. In this paper, we proposed a shared centerline model incorporated with weighted material properties to represent the interventional devices. To efficiently and stably simulate the interactive behavior of these devices, we proposed an adaptive deviation-feedback approach to accelerate the convergence of the iterations. Additionally we proposed a track based control strategy to predict the behavior of the devices based on their past track to further decrease the amount of computation needed for the achievement of new equilibrium. The performance of our approach is experimentally validated via two endovascular interventional applications. (C) 2019 Elsevier Ltd. All rights reserved.
机译:血管内干预被广泛用于治疗心血管和脑血管疾病。该程序要求医生在操纵诸如导管和导丝的手术装置上进行高技能。基于虚拟现实的外科技能培训的介入模拟器与传统培训方法具有许多优势。介入设备的行为模拟在开发这种模拟器时是一个非常具有挑战性的任务。在本文中,我们提出了一种共享中心线模型,其包含加权材料属性来代表介入装置。为了有效且稳定地模拟这些设备的交互式行为,我们提出了一种自适应偏差反馈方法来加速迭代的收敛性。另外,我们提出了一种基于轨道的控制策略,以基于其过去的轨道来预测设备的行为,以进一步降低实现新均衡所需的计算量。我们的方法的性能通过两个血管内介入应用进行实验验证。 (c)2019年elestvier有限公司保留所有权利。

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