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
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;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
DOI :
10.1109/BMEI.2011.6098255