DocumentCode :
472127
Title :
3D Modeling of Patient-Specific Geometries of Portal Veins Using MR Images
Author :
Yang, Yan ; George, Stephanie ; Martin, Diego R. ; Tannenbaum, Allen R. ; Giddens, Don P.
Author_Institution :
Dept. of Biomed. Eng., Georgia Inst. of Technol., Atlanta, GA
fYear :
2006
fDate :
Aug. 30 2006-Sept. 3 2006
Firstpage :
5290
Lastpage :
5293
Abstract :
In this note, we present an approach for developing patient-specific 3D models of portal veins to provide geometric boundary conditions for computational fluid dynamics (CFD) simulations of the blood flow inside portal veins. The study is based on MRI liver images of individual patients to which we apply image registration and segmentation techniques and inlet and outlet velocity profiles acquired using PC-MRI in the same imaging session. The portal vein and its connected veins are then extracted and visualized in 3D as surfaces. Image registration is performed to align shifted images between each breath-hold when the MRI images are acquired. The image segmentation method first labels each voxel in the 3D volume of interest by using a Bayesian probability approach, and then isolates the portal veins via active surfaces initialized inside the vessel. The method was tested with two healthy volunteers. In both cases, the main portal vein and its connected veins were successfully modeled and visualized
Keywords :
Bayes methods; biomedical MRI; blood vessels; computational fluid dynamics; data visualisation; feature extraction; flow simulation; haemodynamics; image registration; image segmentation; liver; medical image processing; probability; 3D modeling; 3D visualization; Bayesian probability approach; CFD geometric models; CFD simulation; MRI liver images; blood flow simulation; computational fluid dynamics; feature extraction; geometric boundary conditions; image registration; image segmentation; magnetic resonance images; portal veins; Boundary conditions; Computational fluid dynamics; Geometry; Image registration; Image segmentation; Magnetic resonance imaging; Portals; Solid modeling; Veins; Visualization; 3D image segmentation; CFD geometric models; Image registration; MRI; liver; patient-specific; portal vein;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
ISSN :
1557-170X
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2006.260291
Filename :
4462998
Link To Document :
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