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A Sensor-less Catheter Contact Force Estimation Approach in Endovascular Intervention Procedures*

机译:血管内介入手术中无传感器导管接触力的估算方法 *

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Catheter/guidewire manipulation in endovascu-lar intervention procedures are associated with risks of injury on vessel wall and embolization. Determination of catheter/guidewire-vessel interaction contact forces can improve the navigation process safety and efficiency which prevent injuries in both manual and robotic vascular interventions. This study proposes a sensor-less sensing solution to estimate multiple contact point forces at the side of catheter/guidewire exerted on the vasculature. This goal is achieved by using image feedback of catheter-vessel interaction and numerical finite element modeling (FEM). Real-time image processing algorithms are implemented to track interaction contact points on catheter/guidewire. Image-based deflection measurement and contact points tracking data are given to a nonlinear finite element beam model to estimate the forces. The variable equivalent bending modulus of the guidewire is found through a series of three-point-bending tests. To directly measure contact point forces, an experimental platform is prepared which simulates catheter/guidewire-vessel interaction with two, three and four contact points. The effectiveness of the proposed approach is tested in six scenarios in which force estimation accuracy of more than 87.9% is achieved. The proposed approach can be applied to various types of under-actuated catheter/guidewire in endovascular intervention procedures. This study proves that multiple catheter/guidewire side contact forces can be estimated by using the deflected shape and equivalent bending modulus property without embedding any force sensor.
机译:血管内介入手术中的导管/导丝操作与血管壁受伤和栓塞的风险有关。确定导管/导丝-血管相互作用的接触力可以提高导航过程的安全性和效率,从而防止人工和机器人血管干预中的伤害。这项研究提出了一种无传感器的传感解决方案,以估计导管/导线施加在脉管系统上的侧面上的多个接触点力。该目标是通过使用导管-血管相互作用的图像反馈和数值有限元建模(FEM)来实现的。实施实时图像处理算法以跟踪导管/导丝上的相互作用接触点。将基于图像的挠度测量和接触点跟踪数据提供给非线性有限元梁模型,以估算力。导丝的可变等效弯曲模量是通过一系列三点弯曲测试得出的。为了直接测量接触点的力,准备了一个实验平台,该平台可以模拟导管,导线和血管与两个,三个和四个接触点的相互作用。在六个场景中测试了所提出方法的有效性,其中六个场景的力估计精度达到了87.9%以上。所提出的方法可以应用于血管内介入手术中的各种类型的促动不足的导管/导线。这项研究证明,在不嵌入任何力传感器的情况下,可以通过使用变形的形状和等效的弯曲模量特性来估计多个导管/导线的侧面接触力。

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