Fusion of Biplane Fluoroscopy With Fiber Bragg Grating for 3D Catheter Shape Reconstruction

被引:18
|
作者
Ourak, M. [1 ]
De Buck, S. [2 ,3 ,4 ,5 ]
Ha, X. T. [1 ]
Al-Ahmad, O. [1 ,6 ]
Bamps, K. [2 ]
Ector, J. [2 ]
Vander Poorten, E. [1 ]
机构
[1] Katholieke Univ Leuven, Dept Mech Engn, Leuven, Belgium
[2] Univ Leuven, Univ Hosp Gasthuisberg, Dept Cardiol, Leuven, Belgium
[3] Katholieke Univ Leuven, Dept Imaging, Leuven, Belgium
[4] Katholieke Univ Leuven, Depat Pathol, Leuven, Belgium
[5] Katholieke Univ Leuven, ESAT, Leuven, Belgium
[6] FBGS Int NV, Geel, Belgium
来源
关键词
Steerable catheters; surgical robotics; sensor fusion; performance evaluation and benchmarking; ABLATION;
D O I
10.1109/LRA.2021.3094238
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Nowadays, navigating therapeutic catheters takes place under 2D fluoroscopic imaging. This requires considerable training of the clinician and exposes him/her to X-ray radiation. Researchers have increasingly investigated alternative sensing techniques. In this respect, Fiber Bragg Grating (FBG)-based shape sensing is gaining popularity. This letter proposes two approaches to fuse FBG with fluoroscropy, improve the understanding of the 3-dimensional shape while reducing fluoroscopy use. This letter proposes two FBG-fluoroscopy fusion approaches that combine fluoroscopy and FBG measurements. A comparison is performed between 3D shape reconstructions based on biplane fluoroscopy, rigidly fused multi-core FBG and dynamically fused FBG shape reconstruction. To verify the performance of the different approaches experiments were performed with custom made catheter in a CathLab on 3D printed tubes with known ground truth shape. The experiments showed overall acceptable errors for the targeted application with a maximum below 2 mm. The error of shape reconstruction through biplane fluoroscopy, rigid and dynamic fusion were found to be 1.51 +/- 0.04 mm, 1.77 +/- 0.29 mm and 1.47 +/- 0.15 mm, respectively. Thus, FBG-fluoroscopy fusion offers comparable results to fluoroscopy and may substantially reduce the radiation dose through optimal acquisition frequency.
引用
收藏
页码:6505 / 6512
页数:8
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