• DocumentCode
    2509216
  • Title

    Fractal Analysis of Creutzfeld-Jakob Disease Frontal Horn Brain Magnetic Resonance Image

  • Author

    Holden, T. ; Tremberger, G. ; Cheung, E. ; Subramaniam, R. ; Sullivan, R. ; Schneider, P. ; Flamholz, A. ; Lieberman, D. ; Cheung, T.

  • Author_Institution
    Queensborough Community Coll., Phys. Dept., CUNY, Bayside, NY, USA
  • fYear
    2009
  • fDate
    11-13 June 2009
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    The Higuchi fractal method on a random series was applied to the study of the brightness fluctuation of Creutzfeld-Jakob disease (CJD) brain magnetic resonance (MR) frontal horn images. The brightness fluctuation along either a horizontal or vertical direction across an image formed a random series suitable for the Higuchi method. The average fractal dimension was found to decrease for the CJD frontal horn images (1.95) when compared to normal frontal horn images (1.97). The t-test gave a probability of about 7% that the CJD fractal dimension values would be a subset of a normal frontal horn dataset. Another MRI dataset taken later was also analyzed. The fractal dimension had increased to be about 1.99. Since the theoretical maximum fractal dimension for a line object is 2, a one-tailed t- test was used. The probability that the near expiration fractal dimension values coming from sampling from a normal dataset is about 15%. Extension to Parkinson MR images is discussed. The Higuchi fractal method could be used as a supplemental tool for extracting additional information and progress monitoring.
  • Keywords
    biomedical MRI; brain; diseases; fractals; image sampling; medical image processing; neurophysiology; statistical testing; Creutzfeld-Jakob disease; Higuchi fractal method; Parkinson MR image; brightness fluctuation; frontal horn brain; image sampling; magnetic resonance image; one-tailed t- test; random series; Brightness; Diseases; Fluctuations; Fractals; Image analysis; Image sampling; Magnetic analysis; Magnetic resonance; Magnetic resonance imaging; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Engineering , 2009. ICBBE 2009. 3rd International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-2901-1
  • Electronic_ISBN
    978-1-4244-2902-8
  • Type

    conf

  • DOI
    10.1109/ICBBE.2009.5162868
  • Filename
    5162868