• DocumentCode
    380513
  • Title

    Evaluation of brain atrophy measures in MRI

  • Author

    Atkins, M.S. ; Orchard, J. ; Tory, M.K.

  • Author_Institution
    Sch. of Comput. Sci., Simon Fraser Univ., Burnaby, BC, Canada
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    616
  • Abstract
    Other researchers have proposed that the brain parenchymal fraction (or brain atrophy) may be a good surrogate measure for disease progression in patients with multiple sclerosis. This paper considers various factors influencing the measure of the brain parenchymal fraction obtained from head MRI scans. An automatic segmentation method for the brain and for the cerebral spinal fluid is evaluated and the sensitivity of the brain atrophy measure to various parameters is measured. We show that our automatic method can provide robust, reproducible brain atrophy measures.
  • Keywords
    biomedical MRI; brain; diseases; image segmentation; medical image processing; MRI; automatic method; automatic segmentation method; brain atrophy measures; brain parenchymal fraction; cerebral spinal fluid; disease progression; head MRI scans; multiple sclerosis patients; robust reproducible brain atrophy measures; sensitivity; Atrophy; Band pass filters; Diseases; Head; Magnetic resonance imaging; Multiple sclerosis; Robustness; Shape; Thickness measurement; Volume measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1019010
  • Filename
    1019010