Model-free phasor image analysis of quantitative myocardial T1 mapping
Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI T 2 data processing, is here adapted and validated for myocardial qMRI T 1 mapping. Contrarily to routine mono-exponential fitting procedures, phasor enables mapping the lifetime inf...
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| Published in | Scientific reports Vol. 12; no. 1; pp. 19840 - 10 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
London
Nature Publishing Group UK
18.11.2022
Nature Publishing Group Nature Portfolio |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2045-2322 2045-2322 |
| DOI | 10.1038/s41598-022-23872-9 |
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| Abstract | Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI
T
2
data processing, is here adapted and validated for myocardial qMRI
T
1
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. |
|---|---|
| AbstractList | Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI
T
2
data processing, is here adapted and validated for myocardial qMRI
T
1
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. Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI $${T}_{2}$$ T2 data processing, is here adapted and validated for myocardial qMRI $${T}_{1}$$ T1 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. Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI $${T}_{2}$$ T 2 data processing, is here adapted and validated for myocardial qMRI $${T}_{1}$$ T 1 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. Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI T2 data processing, is here adapted and validated for myocardial qMRI T1 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. 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.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. Abstract Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI $${T}_{2}$$ T 2 data processing, is here adapted and validated for myocardial qMRI $${T}_{1}$$ T 1 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. |
| ArticleNumber | 19840 |
| Author | Weingärtner, Sebastian Franssen, Wouter M. J. Seraphim, Andreas Terenzi, Camilla Treibel, Thomas A. |
| Author_xml | – sequence: 1 givenname: Wouter M. J. surname: Franssen fullname: Franssen, Wouter M. J. organization: Laboratory of Biophysics, Wageningen University and Research – sequence: 2 givenname: Thomas A. surname: Treibel fullname: Treibel, Thomas A. organization: Institute of Cardiovascular Science, University College London, Department of Cardiology, St Bartholomew’s Hospital, Barts Health NHS Trust – sequence: 3 givenname: Andreas surname: Seraphim fullname: Seraphim, Andreas organization: Institute of Cardiovascular Science, University College London, Department of Cardiology, St Bartholomew’s Hospital, Barts Health NHS Trust – sequence: 4 givenname: Sebastian surname: Weingärtner fullname: Weingärtner, Sebastian organization: Department of Imaging Physics, Delft University of Technology – sequence: 5 givenname: Camilla surname: Terenzi fullname: Terenzi, Camilla email: camilla.terenzi@wur.nl organization: Laboratory of Biophysics, Wageningen University and Research |
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| Cites_doi | 10.1002/mrm.25270 10.1002/mrm.20110 10.1186/s12968-016-0308-4 10.1002/jmri.27023 10.1007/s10334-017-0631-2 10.1002/mrm.23153 10.1016/j.artmed.2020.101955 10.1016/j.freeradbiomed.2018.06.004 10.1088/2050-6120/ab8570 10.1016/j.jcmg.2012.11.013 10.1148/radiol.2020200989 10.1002/jemt.22267 10.1529/biophysj.107.120154 10.1002/mrm.26222 10.1016/j.jacc.2018.09.072 10.1002/jmri.25863 10.1002/nbm.4372 10.1002/mrm.26378 10.1021/acs.jpclett.0c02319 10.1161/CIRCIMAGING.116.005986 10.1038/s41598-017-00864-8 10.1016/j.jmr.2011.03.006 10.1002/mrm.21283 10.1016/j.jcmg.2015.11.005 10.1016/j.bpj.2014.08.041 10.1002/mrm.26280 10.1002/mrm.24761 10.1186/1532-429X-18-S1-W5 10.1002/mrm.24878 |
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| Snippet | Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI
T
2
data processing, is here adapted and... Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI $${T}_{2}$$ T 2 data processing, is here... Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI T2 data processing, is here adapted and... Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI [Formula: see text] data processing, is... Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI $${T}_{2}$$ T2 data processing, is here... Abstract Model-free phasor image analysis, well established in fluorescence lifetime imaging and only recently applied to qMRI $${T}_{2}$$ T 2 data processing,... |
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| Title | Model-free phasor image analysis of quantitative myocardial T1 mapping |
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