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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...

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Detalles Bibliográficos
Autores principales: Lima, Ivan T., Kalra, Anshul, Sherif, Sherif S.
Formato: Texto
Lenguaje:English
Publicado: Optical Society of America 2011
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.
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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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