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Model-free phasor image analysis of quantitative myocardial T(1) mapping

Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI [Formula: see text] data processing, is here adapted and validated for myocardial qMRI [Formula: see text] mapping. Contrarily to routine mono-exponential fitting procedures, phasor...

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Autores principales: Franssen, Wouter M. J., Treibel, Thomas A., Seraphim, Andreas, Weingärtner, Sebastian, Terenzi, Camilla
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674690/
https://www.ncbi.nlm.nih.gov/pubmed/36400794
http://dx.doi.org/10.1038/s41598-022-23872-9
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author Franssen, Wouter M. J.
Treibel, Thomas A.
Seraphim, Andreas
Weingärtner, Sebastian
Terenzi, Camilla
author_facet Franssen, Wouter M. J.
Treibel, Thomas A.
Seraphim, Andreas
Weingärtner, Sebastian
Terenzi, Camilla
author_sort Franssen, Wouter M. J.
collection PubMed
description Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI [Formula: see text] data processing, is here adapted and validated for myocardial qMRI [Formula: see text] mapping. Contrarily to routine mono-exponential fitting procedures, phasor enables mapping the lifetime information from all image voxels to a single plot, without resorting to any regression fitting analysis, and describing multi-exponential qMRI decays without biases due to violated modelling assumptions. In this feasibility study, we test the performance of our recently developed full-harmonics phasor method for unravelling partial-volume effects, motion or pathological tissue alteration, respectively on a numerically-simulated dataset, a healthy subject scan, and two pilot patient datasets. Our results show that phasor analysis can be used, as alternative method to fitting analysis or other model-free approaches, to identify motion artifacts or partial-volume effects at the myocardium-blood interface as characteristic deviations, or delineations of scar and remote myocardial tissue in patient data.
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spelling pubmed-96746902022-11-20 Model-free phasor image analysis of quantitative myocardial T(1) mapping Franssen, Wouter M. J. Treibel, Thomas A. Seraphim, Andreas Weingärtner, Sebastian Terenzi, Camilla Sci Rep Article Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI [Formula: see text] data processing, is here adapted and validated for myocardial qMRI [Formula: see text] mapping. Contrarily to routine mono-exponential fitting procedures, phasor enables mapping the lifetime information from all image voxels to a single plot, without resorting to any regression fitting analysis, and describing multi-exponential qMRI decays without biases due to violated modelling assumptions. In this feasibility study, we test the performance of our recently developed full-harmonics phasor method for unravelling partial-volume effects, motion or pathological tissue alteration, respectively on a numerically-simulated dataset, a healthy subject scan, and two pilot patient datasets. Our results show that phasor analysis can be used, as alternative method to fitting analysis or other model-free approaches, to identify motion artifacts or partial-volume effects at the myocardium-blood interface as characteristic deviations, or delineations of scar and remote myocardial tissue in patient data. Nature Publishing Group UK 2022-11-18 /pmc/articles/PMC9674690/ /pubmed/36400794 http://dx.doi.org/10.1038/s41598-022-23872-9 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
Franssen, Wouter M. J.
Treibel, Thomas A.
Seraphim, Andreas
Weingärtner, Sebastian
Terenzi, Camilla
Model-free phasor image analysis of quantitative myocardial T(1) mapping
title Model-free phasor image analysis of quantitative myocardial T(1) mapping
title_full Model-free phasor image analysis of quantitative myocardial T(1) mapping
title_fullStr Model-free phasor image analysis of quantitative myocardial T(1) mapping
title_full_unstemmed Model-free phasor image analysis of quantitative myocardial T(1) mapping
title_short Model-free phasor image analysis of quantitative myocardial T(1) mapping
title_sort model-free phasor image analysis of quantitative myocardial t(1) mapping
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674690/
https://www.ncbi.nlm.nih.gov/pubmed/36400794
http://dx.doi.org/10.1038/s41598-022-23872-9
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