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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...

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Autores principales: Kim, Hyun Keol, Flexman, Molly, Yamashiro, Darrell J., Kandel, Jessica J., Hielscher, Andreas H.
Formato: Texto
Lenguaje:English
Publicado: Optical Society of America 2010
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.
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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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