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用于腹部导管插入术的3D动态路线图绘制

3D dynamic roadmapping for abdominal catheterizations.

作者信息

Bender Frederik, Groher Martin, Khamene Ali, Wein Wolfgang, Heibel Tim Hauke, Navab Nassir

机构信息

Siemens AG Healthcare Sector AX, Forchheim, Germany

出版信息

Med Image Comput Comput Assist Interv. 2008;11(Pt 2):668-75. doi: 10.1007/978-3-540-85990-1_80.

Abstract

Despite rapid advances in interventional imaging, the navigation of a guide wire through abdominal vasculature remains, not only for novice radiologists, a difficult task. Since this navigation is mostly based on 2D fluoroscopic image sequences from one view, the process is slowed down significantly due to missing depth information and patient motion. We propose a novel approach for 3D dynamic roadmapping in deformable regions by predicting the location of the guide wire tip in a 3D vessel model from the tip's 2D location, respiratory motion analysis, and view geometry. In a first step, the method compensates for the apparent respiratory motion in 2D space before backprojecting the 2D guide wire tip into three dimensional space, using a given projection matrix. To countervail the error connected to the projection parameters and the motion compensation, as well as the ambiguity caused by vessel deformation, we establish a statistical framework, which computes a reliable estimate of the guide wire tip location within the 3D vessel model. With this 2D-to-3D transfer, the navigation can be performed from arbitrary viewing angles, disconnected from the static perspective view of the fluoroscopic sequence. Tests on a realistic breathing phantom and on synthetic data with a known ground truth clearly reveal the superiority of our approach compared to naive methods for 3D roadmapping. The concepts and information presented in this paper are based on research and are not commercially available.

摘要

尽管介入成像技术取得了快速进展,但对于新手放射科医生来说,引导导丝穿过腹部血管系统仍然是一项艰巨的任务。由于这种导航主要基于从一个视角获取的二维荧光透视图像序列,由于缺少深度信息和患者运动,该过程会显著减慢。我们提出了一种在可变形区域进行三维动态路线图绘制的新方法,通过从导丝尖端的二维位置、呼吸运动分析和视图几何形状预测三维血管模型中导丝尖端的位置。第一步,该方法在使用给定投影矩阵将二维导丝尖端反向投影到三维空间之前,补偿二维空间中的明显呼吸运动。为了抵消与投影参数和运动补偿相关的误差,以及血管变形引起的模糊性,我们建立了一个统计框架,该框架计算三维血管模型内导丝尖端位置的可靠估计值。通过这种二维到三维的转换,可以从任意视角进行导航,而不受荧光透视序列静态透视图的限制。在逼真的呼吸模型和具有已知真实情况的合成数据上进行的测试清楚地表明,与简单的三维路线图绘制方法相比,我们的方法具有优越性。本文中提出的概念和信息基于研究成果,尚未商业化。

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