A fast vessel centerline extraction algorithm for catheter simulation

被引:31
作者
Egger, Jan [1 ,2 ]
Mostarkic, Zvonimir [1 ,2 ]
GroBkopf, Stefan [2 ]
Freisleben, Bernd [1 ]
机构
[1] Univ Marburg, Dept Math & Comp Sci, D-35032 Marburg, Germany
[2] Siemens Med Solut, Dept Comp Tomog, Forchheim, Germany
来源
TWENTIETH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS | 2007年
关键词
D O I
10.1109/CBMS.2007.5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a fast and robust algorithm for centerline extraction in blood vessels. The algorithm is suitable for catheter simulation in CT data of blood vessels. It creates an initial centerline based on two user-defined points start- and endpoint). For curved vessel structures, this initial centerline is computed by Dijkstra's shortest path algorithm. For linear vessel structures, the algorithm directly connects the start- and the endpoint to get the initial centerline. Thereafter, this initial path will be aligned in the blood vessel, resulting in the vessels centerline (i.e. an optimal catheter simulation path). The alignment is done by an active contour model combined with polyhedra placed along it. Results of the proposed centerline algorithm are demonstrated for CTA with variations in anatomy and location of pathology.
引用
收藏
页码:177 / +
页数:2
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