Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1782331245141688320 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4138517 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT dasnandan tissuemultifractalityandbornapproximationinanalysisoflightscatteringanovelapproachforprecancersdetection AT chatterjeesubhasri tissuemultifractalityandbornapproximationinanalysisoflightscatteringanovelapproachforprecancersdetection AT kumarsatish tissuemultifractalityandbornapproximationinanalysisoflightscatteringanovelapproachforprecancersdetection AT pradhanasima tissuemultifractalityandbornapproximationinanalysisoflightscatteringanovelapproachforprecancersdetection AT panigrahiprasanta tissuemultifractalityandbornapproximationinanalysisoflightscatteringanovelapproachforprecancersdetection AT vitkinialex tissuemultifractalityandbornapproximationinanalysisoflightscatteringanovelapproachforprecancersdetection AT ghoshnirmalya tissuemultifractalityandbornapproximationinanalysisoflightscatteringanovelapproachforprecancersdetection |