• 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