An image-based modeling framework for patient-specific computational hemodynamics

被引:675
作者
Antiga, Luca [1 ]
Piccinelli, Marina [1 ]
Botti, Lorenzo [1 ,2 ]
Ene-Iordache, Bogdan [1 ]
Remuzzi, Andrea [1 ,2 ]
Steinman, David A. [3 ]
机构
[1] Mario Negri Inst Pharmacol Res, Dept Biomed Engn, Ranica, BG, Italy
[2] Univ Bergamo, Dept Ind Engn, Bergamo, Italy
[3] Univ Toronto, Dept Mech & Ind Engn, Biomed Simulat Lab, Toronto, ON, Canada
关键词
Patient-specific modeling; Image segmentation; Computational geometry; Mesh generation; CFD; Hemodynamics;
D O I
10.1007/s11517-008-0420-1
中图分类号
TP39 [计算机的应用];
学科分类号
081203 [计算机应用技术]; 0835 [软件工程];
摘要
We present a modeling framework designed for patient-specific computational hemodynamics to be performed in the context of large-scale studies. The framework takes advantage of the integration of image processing, geometric analysis and mesh generation techniques, with an accent on full automation and high-level interaction. Image segmentation is performed using implicit deformable models taking advantage of a novel approach for selective initialization of vascular branches, as well as of a strategy for the segmentation of small vessels. A robust definition of centerlines provides objective geometric criteria for the automation of surface editing and mesh generation. The framework is available as part of an open-source effort, the Vascular Modeling Toolkit, a first step towards the sharing of tools and data which will be necessary for computational hemodynamics to play a role in evidence-based medicine.
引用
收藏
页码:1097 / 1112
页数:16
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