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Improving the Accuracy of the Diffusion Model in Highly Absorbing Media

The diffusion approximation of the Boltzmann transport equation is most commonly used for describing the photon propagation in turbid media. It produces satisfactory results in weakly absorbing and highly scattering media, but the accuracy lessens with the decreasing albedo. In this paper, we presen...

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Detalles Bibliográficos
Autores principales: Cong, Alexander X., Shen, Haiou, Cong, Wenxiang, Wang, Ge
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2194801/
https://www.ncbi.nlm.nih.gov/pubmed/18273379
http://dx.doi.org/10.1155/2007/38168
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author Cong, Alexander X.
Shen, Haiou
Cong, Wenxiang
Wang, Ge
author_facet Cong, Alexander X.
Shen, Haiou
Cong, Wenxiang
Wang, Ge
author_sort Cong, Alexander X.
collection PubMed
description The diffusion approximation of the Boltzmann transport equation is most commonly used for describing the photon propagation in turbid media. It produces satisfactory results in weakly absorbing and highly scattering media, but the accuracy lessens with the decreasing albedo. In this paper, we presented a method to improve the accuracy of the diffusion model in strongly absorbing media by adjusting the optical parameters. Genetic algorithm-based optimization tool is used to find the optimal optical parameters. The diffusion model behaves more closely to the physical model with the actual optical parameters substituted by the optimized optical parameters. The effectiveness of the proposed technique was demonstrated by the numerical experiments using the Monte Carlo simulation data as measurements.
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spelling pubmed-21948012008-02-13 Improving the Accuracy of the Diffusion Model in Highly Absorbing Media Cong, Alexander X. Shen, Haiou Cong, Wenxiang Wang, Ge Int J Biomed Imaging Research Article The diffusion approximation of the Boltzmann transport equation is most commonly used for describing the photon propagation in turbid media. It produces satisfactory results in weakly absorbing and highly scattering media, but the accuracy lessens with the decreasing albedo. In this paper, we presented a method to improve the accuracy of the diffusion model in strongly absorbing media by adjusting the optical parameters. Genetic algorithm-based optimization tool is used to find the optimal optical parameters. The diffusion model behaves more closely to the physical model with the actual optical parameters substituted by the optimized optical parameters. The effectiveness of the proposed technique was demonstrated by the numerical experiments using the Monte Carlo simulation data as measurements. Hindawi Publishing Corporation 2007 2007-08-30 /pmc/articles/PMC2194801/ /pubmed/18273379 http://dx.doi.org/10.1155/2007/38168 Text en Copyright © 2007 Alexander X. Cong et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Cong, Alexander X.
Shen, Haiou
Cong, Wenxiang
Wang, Ge
Improving the Accuracy of the Diffusion Model in Highly Absorbing Media
title Improving the Accuracy of the Diffusion Model in Highly Absorbing Media
title_full Improving the Accuracy of the Diffusion Model in Highly Absorbing Media
title_fullStr Improving the Accuracy of the Diffusion Model in Highly Absorbing Media
title_full_unstemmed Improving the Accuracy of the Diffusion Model in Highly Absorbing Media
title_short Improving the Accuracy of the Diffusion Model in Highly Absorbing Media
title_sort improving the accuracy of the diffusion model in highly absorbing media
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2194801/
https://www.ncbi.nlm.nih.gov/pubmed/18273379
http://dx.doi.org/10.1155/2007/38168
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