• DocumentCode
    2582926
  • Title

    Probing tissue multifractality using wavelet based multifractal detrended fluctuation analysis: Applications in precancer detection

  • Author

    Soni, Jalpa ; Jose, Gregor P. ; Ghosh, Sayantan ; Pradhan, Asima ; Sengupta, Tapas K. ; Panigrahi, Prasanta K. ; Ghosh, Nirmalya

  • Author_Institution
    Dept. of Phys. Sci., Indian Inst. of Sci. Educ. & Res. Kolkata (IISER-K), Mohanpur, India
  • Volume
    1
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    448
  • Lastpage
    452
  • Abstract
    The refractive index fluctuations in the connective tissue layer (stroma) of human cervical tissues having different grades of precancers (dysplasia) was quantified using a wavelet-based multifractal detrended fluctuation analysis model. The results show clear signature of multi-scale self-similarity in the index fluctuations of the tissues. Importantly, the refractive index fluctuations were found to be more anti-correlated at higher grades of precancers. Moreover, the strength of multifractality was also observed to be considerably weaker in higher grades of precancers. These results were further complemented by Fourier domain analysis of the spectral fluctuations.
  • Keywords
    Fourier analysis; biological tissues; cancer; fractals; medical image processing; patient diagnosis; refractive index; spectral analysis; Fourier domain analysis; connective tissue layer; dysplasia; human cervical tissues; precancer detection applications; refractive index fluctuations; spectral fluctuations; stroma; tissue multifractality probing; wavelet based multifractal detrended fluctuation analysis; Cancer; Correlation; Fractals; Indexes; Nonhomogeneous media; Refractive index; Wavelet analysis; Cancer diagnosis; Fractal; Multifractal detrended fluctuation analysis; Phase contrast imaging; Refractive index;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9351-7
  • Type

    conf

  • DOI
    10.1109/BMEI.2011.6098255
  • Filename
    6098255