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Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage

PURPOSE: To implement and evaluate a pseudorandom undersampling scheme for combined simultaneous multislice (SMS) balanced SSFP (bSSFP) and compressed-sensing (CS) reconstruction to enable myocardial perfusion imaging with high spatial resolution and coverage at 1.5 T. METHODS: A prospective pseudor...

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Autores principales: McElroy, Sarah, Ferrazzi, Giulio, Nazir, Muhummad Sohaib, Kunze, Karl P., Neji, Radhouene, Speier, Peter, Stäb, Daniel, Forman, Christoph, Razavi, Reza, Chiribiri, Amedeo, Roujol, Sébastien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611375/
https://www.ncbi.nlm.nih.gov/pubmed/32530064
http://dx.doi.org/10.1002/mrm.28345
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author McElroy, Sarah
Ferrazzi, Giulio
Nazir, Muhummad Sohaib
Kunze, Karl P.
Neji, Radhouene
Speier, Peter
Stäb, Daniel
Forman, Christoph
Razavi, Reza
Chiribiri, Amedeo
Roujol, Sébastien
author_facet McElroy, Sarah
Ferrazzi, Giulio
Nazir, Muhummad Sohaib
Kunze, Karl P.
Neji, Radhouene
Speier, Peter
Stäb, Daniel
Forman, Christoph
Razavi, Reza
Chiribiri, Amedeo
Roujol, Sébastien
author_sort McElroy, Sarah
collection PubMed
description PURPOSE: To implement and evaluate a pseudorandom undersampling scheme for combined simultaneous multislice (SMS) balanced SSFP (bSSFP) and compressed-sensing (CS) reconstruction to enable myocardial perfusion imaging with high spatial resolution and coverage at 1.5 T. METHODS: A prospective pseudorandom undersampling scheme that is compatible with SMS-bSSFP phase-cycling requirements and CS was developed. The SMS-bSSFP CS with pseudorandom and linear undersampling schemes were compared in a phantom. A high-resolution (1.4 × 1.4 mm(2)) six-slice SMS-bSSFP CS perfusion sequence was compared with a conventional (1.9 × 1.9 mm(2)) three-slice sequence in 10 patients. Qualitative assessment of image quality, perceived SNR, and number of diagnostic segments and quantitative measurements of sharpness, upslope index, and contrast ratio were performed. RESULTS: In phantom experiments, pseudorandom undersampling resulted in residual artifact (RMS error) reduction by a factor of 7 compared with linear undersampling. In vivo, the proposed sequence demonstrated higher perceived SNR (2.9 ± 0.3 vs. 2.2 ± 0.6, P = .04), improved sharpness (0.35 ± 0.03 vs. 0.32 ± 0.05, P = .01), and a higher number of diagnostic segments (100% vs. 94%, P = .03) compared with the conventional sequence. There were no significant differences between the sequences in terms of image quality (2.5 ± 0.4 vs. 2.8 ± 0.2, P = .08), upslope index (0.11 ± 0.02 vs. 0.10 ± 0.01, P = .3), or contrast ratio (3.28 ± 0.35 vs. 3.36 ± 0.43, P = .7). CONCLUSION: A pseudorandom k-space undersampling compatible with SMS-bSSFP and CS reconstruction has been developed and enables cardiac MR perfusion imaging with increased spatial resolution and myocardial coverage, increased number of diagnostic segments and perceived SNR, and no difference in image quality, upslope index, and contrast ratio.
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spelling pubmed-76113752021-07-26 Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage McElroy, Sarah Ferrazzi, Giulio Nazir, Muhummad Sohaib Kunze, Karl P. Neji, Radhouene Speier, Peter Stäb, Daniel Forman, Christoph Razavi, Reza Chiribiri, Amedeo Roujol, Sébastien Magn Reson Med Article PURPOSE: To implement and evaluate a pseudorandom undersampling scheme for combined simultaneous multislice (SMS) balanced SSFP (bSSFP) and compressed-sensing (CS) reconstruction to enable myocardial perfusion imaging with high spatial resolution and coverage at 1.5 T. METHODS: A prospective pseudorandom undersampling scheme that is compatible with SMS-bSSFP phase-cycling requirements and CS was developed. The SMS-bSSFP CS with pseudorandom and linear undersampling schemes were compared in a phantom. A high-resolution (1.4 × 1.4 mm(2)) six-slice SMS-bSSFP CS perfusion sequence was compared with a conventional (1.9 × 1.9 mm(2)) three-slice sequence in 10 patients. Qualitative assessment of image quality, perceived SNR, and number of diagnostic segments and quantitative measurements of sharpness, upslope index, and contrast ratio were performed. RESULTS: In phantom experiments, pseudorandom undersampling resulted in residual artifact (RMS error) reduction by a factor of 7 compared with linear undersampling. In vivo, the proposed sequence demonstrated higher perceived SNR (2.9 ± 0.3 vs. 2.2 ± 0.6, P = .04), improved sharpness (0.35 ± 0.03 vs. 0.32 ± 0.05, P = .01), and a higher number of diagnostic segments (100% vs. 94%, P = .03) compared with the conventional sequence. There were no significant differences between the sequences in terms of image quality (2.5 ± 0.4 vs. 2.8 ± 0.2, P = .08), upslope index (0.11 ± 0.02 vs. 0.10 ± 0.01, P = .3), or contrast ratio (3.28 ± 0.35 vs. 3.36 ± 0.43, P = .7). CONCLUSION: A pseudorandom k-space undersampling compatible with SMS-bSSFP and CS reconstruction has been developed and enables cardiac MR perfusion imaging with increased spatial resolution and myocardial coverage, increased number of diagnostic segments and perceived SNR, and no difference in image quality, upslope index, and contrast ratio. 2020-12-01 2020-06-12 /pmc/articles/PMC7611375/ /pubmed/32530064 http://dx.doi.org/10.1002/mrm.28345 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the Creative Commons Attribution (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Article
McElroy, Sarah
Ferrazzi, Giulio
Nazir, Muhummad Sohaib
Kunze, Karl P.
Neji, Radhouene
Speier, Peter
Stäb, Daniel
Forman, Christoph
Razavi, Reza
Chiribiri, Amedeo
Roujol, Sébastien
Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage
title Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage
title_full Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage
title_fullStr Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage
title_full_unstemmed Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage
title_short Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage
title_sort combined simultaneous multislice bssfp and compressed sensing for first-pass myocardial perfusion at 1.5 t with high spatial resolution and coverage
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611375/
https://www.ncbi.nlm.nih.gov/pubmed/32530064
http://dx.doi.org/10.1002/mrm.28345
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