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Quantitative PA tomography of high resolution 3-D images: Experimental validation in a tissue phantom

Quantitative photoacoustic tomography aims to recover the spatial distribution of absolute chromophore concentrations and their ratios from deep tissue, high-resolution images. In this study, a model-based inversion scheme based on a Monte-Carlo light transport model is experimentally validated on 3...

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Detalles Bibliográficos
Autores principales: Buchmann, Jens, Kaplan, Bernhard, Powell, Samuel, Prohaska, Steffen, Laufer, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6961715/
https://www.ncbi.nlm.nih.gov/pubmed/31956487
http://dx.doi.org/10.1016/j.pacs.2019.100157
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author Buchmann, Jens
Kaplan, Bernhard
Powell, Samuel
Prohaska, Steffen
Laufer, Jan
author_facet Buchmann, Jens
Kaplan, Bernhard
Powell, Samuel
Prohaska, Steffen
Laufer, Jan
author_sort Buchmann, Jens
collection PubMed
description Quantitative photoacoustic tomography aims to recover the spatial distribution of absolute chromophore concentrations and their ratios from deep tissue, high-resolution images. In this study, a model-based inversion scheme based on a Monte-Carlo light transport model is experimentally validated on 3-D multispectral images of a tissue phantom acquired using an all-optical scanner with a planar detection geometry. A calibrated absorber allowed scaling of the measured data during the inversion, while an acoustic correction method was employed to compensate the effects of limited view detection. Chromophore- and fluence-dependent step sizes and Adam optimization were implemented to achieve rapid convergence. High resolution 3-D maps of absolute concentrations and their ratios were recovered with high accuracy. Potential applications of this method include quantitative functional and molecular photoacoustic tomography of deep tissue in preclinical and clinical studies.
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spelling pubmed-69617152020-01-17 Quantitative PA tomography of high resolution 3-D images: Experimental validation in a tissue phantom Buchmann, Jens Kaplan, Bernhard Powell, Samuel Prohaska, Steffen Laufer, Jan Photoacoustics Research Article Quantitative photoacoustic tomography aims to recover the spatial distribution of absolute chromophore concentrations and their ratios from deep tissue, high-resolution images. In this study, a model-based inversion scheme based on a Monte-Carlo light transport model is experimentally validated on 3-D multispectral images of a tissue phantom acquired using an all-optical scanner with a planar detection geometry. A calibrated absorber allowed scaling of the measured data during the inversion, while an acoustic correction method was employed to compensate the effects of limited view detection. Chromophore- and fluence-dependent step sizes and Adam optimization were implemented to achieve rapid convergence. High resolution 3-D maps of absolute concentrations and their ratios were recovered with high accuracy. Potential applications of this method include quantitative functional and molecular photoacoustic tomography of deep tissue in preclinical and clinical studies. Elsevier 2020-01-08 /pmc/articles/PMC6961715/ /pubmed/31956487 http://dx.doi.org/10.1016/j.pacs.2019.100157 Text en © 2019 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Buchmann, Jens
Kaplan, Bernhard
Powell, Samuel
Prohaska, Steffen
Laufer, Jan
Quantitative PA tomography of high resolution 3-D images: Experimental validation in a tissue phantom
title Quantitative PA tomography of high resolution 3-D images: Experimental validation in a tissue phantom
title_full Quantitative PA tomography of high resolution 3-D images: Experimental validation in a tissue phantom
title_fullStr Quantitative PA tomography of high resolution 3-D images: Experimental validation in a tissue phantom
title_full_unstemmed Quantitative PA tomography of high resolution 3-D images: Experimental validation in a tissue phantom
title_short Quantitative PA tomography of high resolution 3-D images: Experimental validation in a tissue phantom
title_sort quantitative pa tomography of high resolution 3-d images: experimental validation in a tissue phantom
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6961715/
https://www.ncbi.nlm.nih.gov/pubmed/31956487
http://dx.doi.org/10.1016/j.pacs.2019.100157
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