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Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI

(1) Background: Radial RARE-EPI MRI facilitates simultaneous T(2) and T(2)* mapping (2in1-RARE-EPI). With modest undersampling (R = 2), the speed gain of 2in1-RARE-EPI relative to Multi-Spin-Echo and Multi-Gradient-Recalled-Echo references is limited. Further reduction in scan time is crucial for cl...

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Autores principales: Herrmann, Carl J. J., Starke, Ludger, Millward, Jason M., Kuchling, Joseph, Paul, Friedemann, Niendorf, Thoralf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960840/
https://www.ncbi.nlm.nih.gov/pubmed/36828376
http://dx.doi.org/10.3390/tomography9010024
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author Herrmann, Carl J. J.
Starke, Ludger
Millward, Jason M.
Kuchling, Joseph
Paul, Friedemann
Niendorf, Thoralf
author_facet Herrmann, Carl J. J.
Starke, Ludger
Millward, Jason M.
Kuchling, Joseph
Paul, Friedemann
Niendorf, Thoralf
author_sort Herrmann, Carl J. J.
collection PubMed
description (1) Background: Radial RARE-EPI MRI facilitates simultaneous T(2) and T(2)* mapping (2in1-RARE-EPI). With modest undersampling (R = 2), the speed gain of 2in1-RARE-EPI relative to Multi-Spin-Echo and Multi-Gradient-Recalled-Echo references is limited. Further reduction in scan time is crucial for clinical studies investigating T(2) and T(2)* as imaging biomarkers. We demonstrate the feasibility of further acceleration, utilizing compressed sensing (CS) reconstruction of highly undersampled 2in1-RARE-EPI. (2) Methods: Two-fold radially-undersampled 2in1-RARE-EPI data from phantoms, healthy volunteers (n = 3), and multiple sclerosis patients (n = 4) were used as references, and undersampled (R(extra) = 1–12, effective undersampling R(eff) = 2–24). For each echo time, images were reconstructed using CS-reconstruction. For T(2) (RARE module) and T(2)* mapping (EPI module), a linear least-square fit was applied to the images. T(2) and T(2)* from CS-reconstruction of undersampled data were benchmarked against values from CS-reconstruction of the reference data. (3) Results: We demonstrate accelerated simultaneous T(2) and T(2)* mapping using undersampled 2in1-RARE-EPI with CS-reconstruction is feasible. For R(extra) = 6 (TA = 01:39 min), the overall MAPE was ≤8% (T(2)*) and ≤4% (T(2)); for R(extra) = 12 (TA = 01:06 min), the overall MAPE was <13% (T(2)*) and <5% (T(2)). (4) Conclusion: Substantial reductions in scan time are achievable for simultaneous T(2) and T(2)* mapping of the brain using highly undersampled 2in1-RARE-EPI with CS-reconstruction.
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spelling pubmed-99608402023-02-26 Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI Herrmann, Carl J. J. Starke, Ludger Millward, Jason M. Kuchling, Joseph Paul, Friedemann Niendorf, Thoralf Tomography Article (1) Background: Radial RARE-EPI MRI facilitates simultaneous T(2) and T(2)* mapping (2in1-RARE-EPI). With modest undersampling (R = 2), the speed gain of 2in1-RARE-EPI relative to Multi-Spin-Echo and Multi-Gradient-Recalled-Echo references is limited. Further reduction in scan time is crucial for clinical studies investigating T(2) and T(2)* as imaging biomarkers. We demonstrate the feasibility of further acceleration, utilizing compressed sensing (CS) reconstruction of highly undersampled 2in1-RARE-EPI. (2) Methods: Two-fold radially-undersampled 2in1-RARE-EPI data from phantoms, healthy volunteers (n = 3), and multiple sclerosis patients (n = 4) were used as references, and undersampled (R(extra) = 1–12, effective undersampling R(eff) = 2–24). For each echo time, images were reconstructed using CS-reconstruction. For T(2) (RARE module) and T(2)* mapping (EPI module), a linear least-square fit was applied to the images. T(2) and T(2)* from CS-reconstruction of undersampled data were benchmarked against values from CS-reconstruction of the reference data. (3) Results: We demonstrate accelerated simultaneous T(2) and T(2)* mapping using undersampled 2in1-RARE-EPI with CS-reconstruction is feasible. For R(extra) = 6 (TA = 01:39 min), the overall MAPE was ≤8% (T(2)*) and ≤4% (T(2)); for R(extra) = 12 (TA = 01:06 min), the overall MAPE was <13% (T(2)*) and <5% (T(2)). (4) Conclusion: Substantial reductions in scan time are achievable for simultaneous T(2) and T(2)* mapping of the brain using highly undersampled 2in1-RARE-EPI with CS-reconstruction. MDPI 2023-01-31 /pmc/articles/PMC9960840/ /pubmed/36828376 http://dx.doi.org/10.3390/tomography9010024 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Herrmann, Carl J. J.
Starke, Ludger
Millward, Jason M.
Kuchling, Joseph
Paul, Friedemann
Niendorf, Thoralf
Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI
title Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI
title_full Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI
title_fullStr Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI
title_full_unstemmed Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI
title_short Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI
title_sort accelerated simultaneous t(2) and t(2)* mapping of multiple sclerosis lesions using compressed sensing reconstruction of radial rare-epi mri
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960840/
https://www.ncbi.nlm.nih.gov/pubmed/36828376
http://dx.doi.org/10.3390/tomography9010024
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