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Accurate Monte Carlo simulation of frequency‐domain optical coherence tomography
Optical coherence tomography (OCT) relies on optical interferometry to provide noninvasive imaging of living tissues. In addition to its 3D imaging capacity for medical diagnosis, its potential use for recovering optical parameters of biological tissues for biological and pathological analyses has a...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492136/ https://www.ncbi.nlm.nih.gov/pubmed/30690893 http://dx.doi.org/10.1002/cnm.3177 |
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author | Wang, Yan Bai, Li |
author_facet | Wang, Yan Bai, Li |
author_sort | Wang, Yan |
collection | PubMed |
description | Optical coherence tomography (OCT) relies on optical interferometry to provide noninvasive imaging of living tissues. In addition to its 3D imaging capacity for medical diagnosis, its potential use for recovering optical parameters of biological tissues for biological and pathological analyses has also been explored by researchers, as pathological changes in tissue alter the microstructure of the tissue and therefore its optical properties. We aim to develop a new approach to OCT data analysis by estimating optical properties of tissues from OCT scans, which are invisible in the scans. This is an inverse problem. Solving an inverse problem involves a forward modeling step to simulate OCT scans of the tissues with hypothesized optical parameter values and an inverse step to estimate the real optical par1meters values by matching the simulated scans to real scans. In this paper, we present a Monte Carlo (MC)–based approach for simulating the frequency‐domain OCT. We incorporated a focusing Gaussian light beam rather than an infinitesimally thin light beam for accurate simulations. A new and more accurate photon detection scheme is also implemented. We compare our MC model to an analytical OCT model based on the extended Huygens‐Fresnel principle (EHF) to demonstrate the consistency between the two models. We show that the two models are in good agreement for tissues with high scattering and high anisotropy factors. |
format | Online Article Text |
id | pubmed-6492136 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-64921362019-05-06 Accurate Monte Carlo simulation of frequency‐domain optical coherence tomography Wang, Yan Bai, Li Int J Numer Method Biomed Eng Part B ‐ Applications Optical coherence tomography (OCT) relies on optical interferometry to provide noninvasive imaging of living tissues. In addition to its 3D imaging capacity for medical diagnosis, its potential use for recovering optical parameters of biological tissues for biological and pathological analyses has also been explored by researchers, as pathological changes in tissue alter the microstructure of the tissue and therefore its optical properties. We aim to develop a new approach to OCT data analysis by estimating optical properties of tissues from OCT scans, which are invisible in the scans. This is an inverse problem. Solving an inverse problem involves a forward modeling step to simulate OCT scans of the tissues with hypothesized optical parameter values and an inverse step to estimate the real optical par1meters values by matching the simulated scans to real scans. In this paper, we present a Monte Carlo (MC)–based approach for simulating the frequency‐domain OCT. We incorporated a focusing Gaussian light beam rather than an infinitesimally thin light beam for accurate simulations. A new and more accurate photon detection scheme is also implemented. We compare our MC model to an analytical OCT model based on the extended Huygens‐Fresnel principle (EHF) to demonstrate the consistency between the two models. We show that the two models are in good agreement for tissues with high scattering and high anisotropy factors. John Wiley and Sons Inc. 2019-03-07 2019-04 /pmc/articles/PMC6492136/ /pubmed/30690893 http://dx.doi.org/10.1002/cnm.3177 Text en © 2019 John Wiley & Sons, Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Part B ‐ Applications Wang, Yan Bai, Li Accurate Monte Carlo simulation of frequency‐domain optical coherence tomography |
title | Accurate Monte Carlo simulation of frequency‐domain optical coherence tomography |
title_full | Accurate Monte Carlo simulation of frequency‐domain optical coherence tomography |
title_fullStr | Accurate Monte Carlo simulation of frequency‐domain optical coherence tomography |
title_full_unstemmed | Accurate Monte Carlo simulation of frequency‐domain optical coherence tomography |
title_short | Accurate Monte Carlo simulation of frequency‐domain optical coherence tomography |
title_sort | accurate monte carlo simulation of frequency‐domain optical coherence tomography |
topic | Part B ‐ Applications |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492136/ https://www.ncbi.nlm.nih.gov/pubmed/30690893 http://dx.doi.org/10.1002/cnm.3177 |
work_keys_str_mv | AT wangyan accuratemontecarlosimulationoffrequencydomainopticalcoherencetomography AT baili accuratemontecarlosimulationoffrequencydomainopticalcoherencetomography |