DocumentCode :
2397447
Title :
A complete mathematical study of a 3D model of heterogeneous and anisotropic glioma evolution
Author :
Roniotis, Alexandros ; Marias, Kostas ; Sakkalis, Vangelis ; Tsibidis, George D. ; Zervakis, Michalis
Author_Institution :
Inst. of Comput. Sci., Found. for Res. & Technol. (FORTH), Heraklion, Greece
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
2807
Lastpage :
2810
Abstract :
Glioma is the most aggressive type of brain cancer. Several mathematical models have been developed towards identifying the mechanism of tumor growth. The most successful models have used variations of the diffusion-reaction equation, with the recent ones taking into account brain tissue heterogeneity and anisotropy. However, to the best of our knowledge, there hasn´t been any work studying in detail the mathematical solution and implementation of the 3D diffusion model, addressing related heterogeneity and anisotropy issues. To this end, this paper introduces a complete mathematical framework on how to derive the solution of the equation using different numerical approximation of finite differences. It indicates how different proliferation rate schemes can be incorporated in this solution and presents a comparative study of different numerical approaches.
Keywords :
anisotropic media; biodiffusion; brain; brain models; cancer; finite difference methods; reaction-diffusion systems; tumours; 3D diffusion model; anisotropic glioma evolution; brain cancer; brain tissue heterogeneity; diffusion-reaction equation; finite difference approximation; tumor growth mechanism; Algorithms; Anisotropy; Brain Neoplasms; Cell Movement; Computational Biology; Computer Simulation; Diagnosis, Computer-Assisted; Diffusion; Glioma; Humans; Imaging, Three-Dimensional; Linear Models; Models, Theoretical; Reproducibility of Results; Time Factors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5333776
Filename :
5333776
Link To Document :
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