使用最小成本路径方法从MSCT跟踪冠状静脉

Marie-Paule Garcia, C. Toumoulin, P. Haigron, J. Velut, M. Garreau, D. Boulmier
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引用次数: 10

摘要

本文研究了多层计算机断层扫描(MSCT)血管成像中冠状静脉树的跟踪问题。对比不均匀性是一个主要问题。所提出的跟踪程序基于最小代价路径计算,并利用“快速行进”技术。该算法的目的是在血管结构内部传播一个前沿,并提取一个中心路径。为了实现这一目标,设计了一个特定的成本函数,该函数将船舶局部方向与船舶度度量相结合。在合成数据和实际数据上进行了实验。对比困难的冠状静脉提取,计算时间短。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coronary vein tracking from MSCT using a minimum cost path approach
In this paper, we deal with the problem of tracking the coronary venous tree from Multi-Slice Computed Tomography (MSCT) angiography. Contrast inhomogeneities are a major issue. The proposed tracking procedure is based on minimum-cost path computation and makes use of ‘Fast-Marching’ technique. The algorithm aims at propagating a front inside a vascular structure and extracting a centered path. To achieve this goal, a specific cost function which combines the vessel local orientation to a vesselness measure is designed. Experiments on synthetic data and real data have been performed. Coronary veins with contrast difficulties are extracted with a low computing time.
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