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Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging

Laser speckle contrast imaging (LSCI) is so sensitive to motion that it can measure the movement of red blood cells. However, this extreme sensitivity to motion is also its pitfall as the clinical translation of LSCI is slowed down due to the inability to deal with motion artefacts. In this paper we...

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Autores principales: Heeman, Wido, Maassen, Hanno, Dijkstra, Klaas, Calon, Joost, van Goor, Harry, Leuvenink, Henri, van Dam, Gooitzen. M., Boerma, E. Christiaan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9755276/
https://www.ncbi.nlm.nih.gov/pubmed/36522524
http://dx.doi.org/10.1038/s41598-022-26154-6
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author Heeman, Wido
Maassen, Hanno
Dijkstra, Klaas
Calon, Joost
van Goor, Harry
Leuvenink, Henri
van Dam, Gooitzen. M.
Boerma, E. Christiaan
author_facet Heeman, Wido
Maassen, Hanno
Dijkstra, Klaas
Calon, Joost
van Goor, Harry
Leuvenink, Henri
van Dam, Gooitzen. M.
Boerma, E. Christiaan
author_sort Heeman, Wido
collection PubMed
description Laser speckle contrast imaging (LSCI) is so sensitive to motion that it can measure the movement of red blood cells. However, this extreme sensitivity to motion is also its pitfall as the clinical translation of LSCI is slowed down due to the inability to deal with motion artefacts. In this paper we study the effectiveness of a real-time, multi-spectral motion artefact correction and compensation by subduing an in vitro flow phantom and ex vivo porcine kidney to computer-controlled motion artefacts. On the in vitro flow phantom, the optical flow showed a good correlation with the total movement. This model results in a better signal-to-noise ratios for multiple imaging distances and the overestimation of perfusion was reduced. In the ex vivo kidney model, the perfusion overestimation was also reduced and we were still able to distinguish between ischemia and non-ischemia in the stabilized data whereas this was not possible in the non-stabilized data. This leads to a notably better perfusion estimation that could open the door to a multitude of new clinical applications for LSCI.
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spelling pubmed-97552762022-12-17 Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging Heeman, Wido Maassen, Hanno Dijkstra, Klaas Calon, Joost van Goor, Harry Leuvenink, Henri van Dam, Gooitzen. M. Boerma, E. Christiaan Sci Rep Article Laser speckle contrast imaging (LSCI) is so sensitive to motion that it can measure the movement of red blood cells. However, this extreme sensitivity to motion is also its pitfall as the clinical translation of LSCI is slowed down due to the inability to deal with motion artefacts. In this paper we study the effectiveness of a real-time, multi-spectral motion artefact correction and compensation by subduing an in vitro flow phantom and ex vivo porcine kidney to computer-controlled motion artefacts. On the in vitro flow phantom, the optical flow showed a good correlation with the total movement. This model results in a better signal-to-noise ratios for multiple imaging distances and the overestimation of perfusion was reduced. In the ex vivo kidney model, the perfusion overestimation was also reduced and we were still able to distinguish between ischemia and non-ischemia in the stabilized data whereas this was not possible in the non-stabilized data. This leads to a notably better perfusion estimation that could open the door to a multitude of new clinical applications for LSCI. Nature Publishing Group UK 2022-12-15 /pmc/articles/PMC9755276/ /pubmed/36522524 http://dx.doi.org/10.1038/s41598-022-26154-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Heeman, Wido
Maassen, Hanno
Dijkstra, Klaas
Calon, Joost
van Goor, Harry
Leuvenink, Henri
van Dam, Gooitzen. M.
Boerma, E. Christiaan
Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging
title Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging
title_full Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging
title_fullStr Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging
title_full_unstemmed Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging
title_short Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging
title_sort real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9755276/
https://www.ncbi.nlm.nih.gov/pubmed/36522524
http://dx.doi.org/10.1038/s41598-022-26154-6
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