• DocumentCode
    2481004
  • Title

    Diffusion kurtosis imaging discriminates patients with white matter lesions from healthy subjects

  • Author

    Iraji, Armin ; Davoodi-Bojd, Esmaeil ; Soltanian-Zadeh, Hamid ; Hossein-Zadeh, Gholam-Ali ; Jiang, Quan

  • Author_Institution
    Control & Intell. Process. Center of Excellence, Univ. of Tehran, Tehran, Iran
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    2796
  • Lastpage
    2799
  • Abstract
    This work illustrates that DKI reveals white matter lesions and also discriminates healthy subjects from patientswith white matter lesions. To show this capability, we have investigated DKI images of a healthy subject and apatient with white matter lesions. The analysis was performed both between and within subjects. Regions of Interest (ROIs) for lesion and normal white matterin the patient images are selected manually (for within subject study) and also the corresponding ROIs in the healthy subject are defined (for between subject study). The results of comparing the estimated values for apparent diffusion and kurtosis parameters show that both Dapp and Kapp can distinguish normal and abnormal tissues. Kapp (Dapp) of the normal regions is greater (lower) than that ofthe abnormal regions. Another investigation over all voxels in the brain shows an important feature of kurtosis in determining white matter lesions.
  • Keywords
    biodiffusion; biomedical MRI; brain; medical image processing; DKI images; brain; diffusion kurtosis imaging; kurtosis parameters; patient images; white matter lesions; Brain; Diseases; Histograms; Lesions; Magnetic resonance imaging; Tensile stress; Brain Diseases; Humans; Magnetic Resonance Imaging; Reference Values;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6090765
  • Filename
    6090765