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基于差分图像的带有主动基准标记的机器人与MRI扫描仪配准,用于MRI引导的机器人导管系统。

Differential Image Based Robot to MRI Scanner Registration with Active Fiducial Markers for an MRI-Guided Robotic Catheter System.

作者信息

Tuna E Erdem, Poirot Nate Lombard, Bayona Juana Barrera, Franson Dominique, Huang Sherry, Narvaez Julian, Seiberlich Nicole, Griswold Mark, Çavuşoğlu M Cenk

机构信息

Department of Electrical, Computer, and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA.

Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA.

出版信息

Rep U S. 2020 Oct;2020:2958-2964. doi: 10.1109/iros45743.2020.9341043. Epub 2021 Feb 10.

Abstract

In magnetic resonance imaging (MRI) guided robotic catheter ablation procedures, reliable tracking of the catheter within the MRI scanner is needed to safely navigate the catheter. This requires accurate registration of the catheter to the scanner. This paper presents a differential, multi-slice image-based registration approach utilizing active fiducial coils. The proposed method would be used to preoperatively register the MRI image space with the physical catheter space. In the proposed scheme, the registration is performed with the help of a registration frame, which has a set of embedded electromagnetic coils designed to actively create MRI image artifacts. These coils are detected in the MRI scanner's coordinate system by background subtraction. The detected coil locations in each slice are weighted by the artifact size and then registered to known ground truth coil locations in the catheter's coordinate system via least-squares fitting. The proposed approach is validated by using a set of target coils placed withing the workspace, employing multi-planar capabilities of the MRI scanner. The average registration and validation errors are respectively computed as 1.97 mm and 2.49 mm. The multi-slice approach is also compared to the single-slice method and shown to improve registration and validation by respectively 0.45 mm and 0.66 mm.

摘要

在磁共振成像(MRI)引导的机器人导管消融手术中,需要在MRI扫描仪内对导管进行可靠跟踪,以便安全地操控导管。这就要求将导管精确配准到扫描仪上。本文提出了一种基于多切片图像的差分配准方法,该方法利用有源基准线圈。所提出的方法将用于术前将MRI图像空间与物理导管空间进行配准。在所提出的方案中,配准借助一个配准框架来进行,该框架有一组嵌入式电磁线圈,设计用于主动创建MRI图像伪影。通过背景减法在MRI扫描仪的坐标系中检测这些线圈。每个切片中检测到的线圈位置按伪影大小加权,然后通过最小二乘法拟合配准到导管坐标系中已知的真实线圈位置。通过在工作空间内放置一组目标线圈,并利用MRI扫描仪的多平面功能,对所提出的方法进行了验证。平均配准误差和验证误差分别计算为1.97毫米和2.49毫米。还将多切片方法与单切片方法进行了比较,结果表明多切片方法在配准和验证方面分别提高了0.45毫米和0.66毫米。

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