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High-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel Monte Carlo computing

We present a method for high-resolution reconstruction of fluorescent images of the mouse thorax. It features an anatomically guided sampling method to retrospectively eliminate problematic data and a parallel Monte Carlo software package to compute the Jacobian matrix for the inverse problem. The p...

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Autores principales: Zhang, Xiaofeng, Badea, Cristian, Hood, Greg, Wetzel, Arthur, Qi, Yi, Stiles, Joel, Johnson, G. Allan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Optical Society of America 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3184855/
https://www.ncbi.nlm.nih.gov/pubmed/21991539
http://dx.doi.org/10.1364/BOE.2.002449
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author Zhang, Xiaofeng
Badea, Cristian
Hood, Greg
Wetzel, Arthur
Qi, Yi
Stiles, Joel
Johnson, G. Allan
author_facet Zhang, Xiaofeng
Badea, Cristian
Hood, Greg
Wetzel, Arthur
Qi, Yi
Stiles, Joel
Johnson, G. Allan
author_sort Zhang, Xiaofeng
collection PubMed
description We present a method for high-resolution reconstruction of fluorescent images of the mouse thorax. It features an anatomically guided sampling method to retrospectively eliminate problematic data and a parallel Monte Carlo software package to compute the Jacobian matrix for the inverse problem. The proposed method was capable of resolving microliter-sized femtomole amount of quantum dot inclusions closely located in the middle of the mouse thorax. The reconstruction was verified against co-registered micro-CT data. Using the proposed method, the new system achieved significantly higher resolution and sensitivity compared to our previous system consisting of the same hardware. This method can be applied to any system utilizing similar imaging principles to improve imaging performance.
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spelling pubmed-31848552011-10-11 High-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel Monte Carlo computing Zhang, Xiaofeng Badea, Cristian Hood, Greg Wetzel, Arthur Qi, Yi Stiles, Joel Johnson, G. Allan Biomed Opt Express Image Reconstruction and Inverse Problems We present a method for high-resolution reconstruction of fluorescent images of the mouse thorax. It features an anatomically guided sampling method to retrospectively eliminate problematic data and a parallel Monte Carlo software package to compute the Jacobian matrix for the inverse problem. The proposed method was capable of resolving microliter-sized femtomole amount of quantum dot inclusions closely located in the middle of the mouse thorax. The reconstruction was verified against co-registered micro-CT data. Using the proposed method, the new system achieved significantly higher resolution and sensitivity compared to our previous system consisting of the same hardware. This method can be applied to any system utilizing similar imaging principles to improve imaging performance. Optical Society of America 2011-07-29 /pmc/articles/PMC3184855/ /pubmed/21991539 http://dx.doi.org/10.1364/BOE.2.002449 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 Image Reconstruction and Inverse Problems
Zhang, Xiaofeng
Badea, Cristian
Hood, Greg
Wetzel, Arthur
Qi, Yi
Stiles, Joel
Johnson, G. Allan
High-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel Monte Carlo computing
title High-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel Monte Carlo computing
title_full High-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel Monte Carlo computing
title_fullStr High-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel Monte Carlo computing
title_full_unstemmed High-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel Monte Carlo computing
title_short High-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel Monte Carlo computing
title_sort high-resolution reconstruction of fluorescent inclusions in mouse thorax using anatomically guided sampling and parallel monte carlo computing
topic Image Reconstruction and Inverse Problems
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3184855/
https://www.ncbi.nlm.nih.gov/pubmed/21991539
http://dx.doi.org/10.1364/BOE.2.002449
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