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Improved importance sampling for Monte Carlo simulation of time-domain optical coherence tomography
We developed an importance sampling based method that significantly speeds up the calculation of the diffusive reflectance due to ballistic and to quasi-ballistic components of photons scattered in turbid media: Class I diffusive reflectance. These components of scattered photons make up the signal...
Autores principales: | , , |
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Formato: | Texto |
Lenguaje: | English |
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Optical Society of America
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3087565/ https://www.ncbi.nlm.nih.gov/pubmed/21559120 http://dx.doi.org/10.1364/BOE.2001069 |
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author | Lima, Ivan T. Kalra, Anshul Sherif, Sherif S. |
author_facet | Lima, Ivan T. Kalra, Anshul Sherif, Sherif S. |
author_sort | Lima, Ivan T. |
collection | PubMed |
description | We developed an importance sampling based method that significantly speeds up the calculation of the diffusive reflectance due to ballistic and to quasi-ballistic components of photons scattered in turbid media: Class I diffusive reflectance. These components of scattered photons make up the signal in optical coherence tomography (OCT) imaging. We show that the use of this method reduces the computation time of this diffusive reflectance in time-domain OCT by up to three orders of magnitude when compared with standard Monte Carlo simulation. Our method does not produce a systematic bias in the statistical result that is typically observed in existing methods to speed up Monte Carlo simulations of light transport in tissue. This fast Monte Carlo calculation of the Class I diffusive reflectance can be used as a tool to further study the physical process governing OCT signals, e.g., obtain the statistics of the depth-scan, including the effects of multiple scattering of light, in OCT. This is an important prerequisite to future research to increase penetration depth and to improve image extraction in OCT. |
format | Text |
id | pubmed-3087565 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Optical Society of America |
record_format | MEDLINE/PubMed |
spelling | pubmed-30875652011-05-10 Improved importance sampling for Monte Carlo simulation of time-domain optical coherence tomography Lima, Ivan T. Kalra, Anshul Sherif, Sherif S. Biomed Opt Express Optics of Tissue and Turbid Media We developed an importance sampling based method that significantly speeds up the calculation of the diffusive reflectance due to ballistic and to quasi-ballistic components of photons scattered in turbid media: Class I diffusive reflectance. These components of scattered photons make up the signal in optical coherence tomography (OCT) imaging. We show that the use of this method reduces the computation time of this diffusive reflectance in time-domain OCT by up to three orders of magnitude when compared with standard Monte Carlo simulation. Our method does not produce a systematic bias in the statistical result that is typically observed in existing methods to speed up Monte Carlo simulations of light transport in tissue. This fast Monte Carlo calculation of the Class I diffusive reflectance can be used as a tool to further study the physical process governing OCT signals, e.g., obtain the statistics of the depth-scan, including the effects of multiple scattering of light, in OCT. This is an important prerequisite to future research to increase penetration depth and to improve image extraction in OCT. Optical Society of America 2011-04-04 /pmc/articles/PMC3087565/ /pubmed/21559120 http://dx.doi.org/10.1364/BOE.2001069 Text en ©2011 Optical Society of America http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 Unported License, which permits download and redistribution, provided that the original work is properly cited. This license restricts the article from being modified or used commercially. |
spellingShingle | Optics of Tissue and Turbid Media Lima, Ivan T. Kalra, Anshul Sherif, Sherif S. Improved importance sampling for Monte Carlo simulation of time-domain optical coherence tomography |
title | Improved importance sampling for Monte Carlo simulation of time-domain optical coherence tomography |
title_full | Improved importance sampling for Monte Carlo simulation of time-domain optical coherence tomography |
title_fullStr | Improved importance sampling for Monte Carlo simulation of time-domain optical coherence tomography |
title_full_unstemmed | Improved importance sampling for Monte Carlo simulation of time-domain optical coherence tomography |
title_short | Improved importance sampling for Monte Carlo simulation of time-domain optical coherence tomography |
title_sort | improved importance sampling for monte carlo simulation of time-domain optical coherence tomography |
topic | Optics of Tissue and Turbid Media |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3087565/ https://www.ncbi.nlm.nih.gov/pubmed/21559120 http://dx.doi.org/10.1364/BOE.2001069 |
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