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PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer
We introduce a transport-theory-based PDE-constrained multispectral model for direct imaging of the spatial distributions of chromophores concentrations in biological tissue. The method solves the forward problem (boundary radiance at each wavelength) and the inverse problem (spatial distribution of...
Autores principales: | , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Optical Society of America
2010
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3018054/ https://www.ncbi.nlm.nih.gov/pubmed/21258511 http://dx.doi.org/10.1364/BOE.1.000812 |
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author | Kim, Hyun Keol Flexman, Molly Yamashiro, Darrell J. Kandel, Jessica J. Hielscher, Andreas H. |
author_facet | Kim, Hyun Keol Flexman, Molly Yamashiro, Darrell J. Kandel, Jessica J. Hielscher, Andreas H. |
author_sort | Kim, Hyun Keol |
collection | PubMed |
description | We introduce a transport-theory-based PDE-constrained multispectral model for direct imaging of the spatial distributions of chromophores concentrations in biological tissue. The method solves the forward problem (boundary radiance at each wavelength) and the inverse problem (spatial distribution of chromophores concentrations), in an all-at-once manner in the framework of a reduced Hessian sequential quadratic programming method. To illustrate the code’s performance, we present numerical and experimental studies involving tumor bearing mice. It is shown that the PDE-constrained multispectral method accelerates the reconstruction process by up to 15 times compared to unconstrained reconstruction algorithms and provides more accurate results as compared to the so-called two-step approach to multi-wavelength imaging. |
format | Text |
id | pubmed-3018054 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Optical Society of America |
record_format | MEDLINE/PubMed |
spelling | pubmed-30180542011-01-21 PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer Kim, Hyun Keol Flexman, Molly Yamashiro, Darrell J. Kandel, Jessica J. Hielscher, Andreas H. Biomed Opt Express Image Reconstruction and Inverse Problems We introduce a transport-theory-based PDE-constrained multispectral model for direct imaging of the spatial distributions of chromophores concentrations in biological tissue. The method solves the forward problem (boundary radiance at each wavelength) and the inverse problem (spatial distribution of chromophores concentrations), in an all-at-once manner in the framework of a reduced Hessian sequential quadratic programming method. To illustrate the code’s performance, we present numerical and experimental studies involving tumor bearing mice. It is shown that the PDE-constrained multispectral method accelerates the reconstruction process by up to 15 times compared to unconstrained reconstruction algorithms and provides more accurate results as compared to the so-called two-step approach to multi-wavelength imaging. Optical Society of America 2010-09-08 /pmc/articles/PMC3018054/ /pubmed/21258511 http://dx.doi.org/10.1364/BOE.1.000812 Text en ©2010 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 | Image Reconstruction and Inverse Problems Kim, Hyun Keol Flexman, Molly Yamashiro, Darrell J. Kandel, Jessica J. Hielscher, Andreas H. PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer |
title | PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer |
title_full | PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer |
title_fullStr | PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer |
title_full_unstemmed | PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer |
title_short | PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer |
title_sort | pde-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer |
topic | Image Reconstruction and Inverse Problems |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3018054/ https://www.ncbi.nlm.nih.gov/pubmed/21258511 http://dx.doi.org/10.1364/BOE.1.000812 |
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