Tissue multifractality and Born approximation in analysis of light scattering: a novel approach for precancers detection

被引:31
作者
Das, Nandan [1 ]
Chatterjee, Subhasri [1 ]
Kumar, Satish [1 ]
Pradhan, Asima [2 ]
Panigrahi, Prasanta [1 ]
Vitkin, I. Alex [3 ]
Ghosh, Nirmalya [1 ]
机构
[1] IISER Kolkata, Dept Phys Sci, Nadia 741252, W Bengal, India
[2] Indian Inst Technol, Dept Phys, Kanpur 208016, Uttar Pradesh, India
[3] Univ Toronto, Dept Med Biophys & Radiat Oncol, Toronto, ON M5G 2M9, Canada
关键词
D O I
10.1038/srep06129
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Multifractal, a special class of complex self-affine processes, are under recent intensive investigations because of their fundamental nature and potential applications in diverse physical systems. Here, we report on a novel light scattering-based inverse method for extraction/quantification of multifractality in the spatial distribution of refractive index of biological tissues. The method is based on Fourier domain pre-processing via the Born approximation, followed by the Multifractal Detrended Fluctuation Analysis. The approach is experimentally validated in synthetic multifractal scattering phantoms, and tested on biopsy tissue slices. The derived multifractal properties appear sensitive in detecting cervical precancerous alterations through an increase of multifractality with pathology progression, demonstrating the potential of the developed methodology for novel precancer biomarker identification and tissue diagnostic tool. The novel ability to delineate the multifractal optical properties from light scattering signals may also prove useful for characterizing a wide variety of complex scattering media of non-biological origin.
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页数:7
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