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

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 mult...

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Autores principales: Das, Nandan, Chatterjee, Subhasri, Kumar, Satish, Pradhan, Asima, Panigrahi, Prasanta, Vitkin, I. Alex, Ghosh, Nirmalya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4138517/
https://www.ncbi.nlm.nih.gov/pubmed/25139583
http://dx.doi.org/10.1038/srep06129
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author Das, Nandan
Chatterjee, Subhasri
Kumar, Satish
Pradhan, Asima
Panigrahi, Prasanta
Vitkin, I. Alex
Ghosh, Nirmalya
author_facet Das, Nandan
Chatterjee, Subhasri
Kumar, Satish
Pradhan, Asima
Panigrahi, Prasanta
Vitkin, I. Alex
Ghosh, Nirmalya
author_sort Das, Nandan
collection PubMed
description 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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spelling pubmed-41385172014-09-10 Tissue multifractality and Born approximation in analysis of light scattering: a novel approach for precancers detection Das, Nandan Chatterjee, Subhasri Kumar, Satish Pradhan, Asima Panigrahi, Prasanta Vitkin, I. Alex Ghosh, Nirmalya Sci Rep Article 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. Nature Publishing Group 2014-08-20 /pmc/articles/PMC4138517/ /pubmed/25139583 http://dx.doi.org/10.1038/srep06129 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Das, Nandan
Chatterjee, Subhasri
Kumar, Satish
Pradhan, Asima
Panigrahi, Prasanta
Vitkin, I. Alex
Ghosh, Nirmalya
Tissue multifractality and Born approximation in analysis of light scattering: a novel approach for precancers detection
title Tissue multifractality and Born approximation in analysis of light scattering: a novel approach for precancers detection
title_full Tissue multifractality and Born approximation in analysis of light scattering: a novel approach for precancers detection
title_fullStr Tissue multifractality and Born approximation in analysis of light scattering: a novel approach for precancers detection
title_full_unstemmed Tissue multifractality and Born approximation in analysis of light scattering: a novel approach for precancers detection
title_short Tissue multifractality and Born approximation in analysis of light scattering: a novel approach for precancers detection
title_sort tissue multifractality and born approximation in analysis of light scattering: a novel approach for precancers detection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4138517/
https://www.ncbi.nlm.nih.gov/pubmed/25139583
http://dx.doi.org/10.1038/srep06129
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