• DocumentCode
    3562370
  • Title

    Fiber tracking in the white matter

  • Author

    Ben Alaya, Ines ; Mars, Mokhtar ; Khlifa, Nawres ; Kraiem, Tarek

  • Author_Institution
    Lab. de Biophys. et Technol. Medicales, Univ. de Tunis El Manar, Tunis, Tunisia
  • fYear
    2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Brain Tractography using Diffusion Tensor Imaging is defined as the study of the path of the white matter fibres. It´s based on the fact that the diffusion of water molecules in the white matter depends on the orientation of the fibres. This emerging technique is used in clinic to improve diagnosis, guide therapy and provide prognostic indication. Important Applications of DTI is the Presurgical Planning which allows to localize with accuracy of gray matter and white matter areas at risk of being resected during lesion removal. In our country, this technique has been introduced recently and in a very limited number of Magnetic Resonance Imaging (MRI) sites. The sequences of Multi Direction Diffusion weighted are available as standard in most MR systems while the post-processing software is optional, and require expensive and powerful workstation. The First objective of this work is to propose an algorithm which allow fibre tracking starting from Diffusion Weighted Images, through Diffusion Tensor Data calculation till the reconstruction and extraction of white matter fibres. The second objective is related to the validation of the used algorithm in clinical applications.
  • Keywords
    biodiffusion; biomedical MRI; brain; feature extraction; image reconstruction; image sequences; medical image processing; molecular biophysics; object tracking; tumours; water; DTI applications; MR systems; MRI sites; brain tractography; diagnosis improvement; diffusion tensor data calculation; diffusion tensor imaging; diffusion weighted images; emerging technique; fibre orientation; fibre tracking; gray matter accuracy; guide therapy; lesion removal; magnetic resonance imaging; multidirection diffusion weighted sequences; post-processing software; presurgical planning; prognostic indication; water molecule diffusion; white matter areas; white matter fibre extraction; white matter fibre reconstruction; white matter fibres; Anisotropic magnetoresistance; Diffusion tensor imaging; Image reconstruction; Lesions; Tensile stress; Anisotropy; Diffusion Tensor Imaging; MRI; Tractography; White substance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, Applications and Systems Conference (IPAS), 2014 First International
  • Print_ISBN
    978-1-4799-7068-1
  • Type

    conf

  • DOI
    10.1109/IPAS.2014.7043283
  • Filename
    7043283