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

期刊

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
卷 46, 期 11, 页码 1097-1112

出版社

SPRINGER HEIDELBERG
DOI: 10.1007/s11517-008-0420-1

关键词

Patient-specific modeling; Image segmentation; Computational geometry; Mesh generation; CFD; Hemodynamics

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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.

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