Skip to main content
Top
Published in: Magnetic Resonance Materials in Physics, Biology and Medicine 6/2020

Open Access 01-12-2020 | Research Article

Single breath-hold saturation recovery 3D cardiac T1 mapping via compressed SENSE at 3T

Authors: Tiago Ferreira da Silva, Carlos Galan-Arriola, Paula Montesinos, Gonzalo Javier López-Martín, Manuel Desco, Valentín Fuster, Borja Ibáñez, Javier Sanchez-Gonzalez

Published in: Magnetic Resonance Materials in Physics, Biology and Medicine | Issue 6/2020

Login to get access

Abstract

Objectives

To propose and validate a novel imaging sequence that uses a single breath-hold whole-heart 3D T1 saturation recovery compressed SENSE rapid acquisition (SACORA) at 3T.

Methods

The proposed sequence combines flexible saturation time sampling, compressed SENSE, and sharing of saturation pulses between two readouts acquired at different RR intervals. The sequence was compared with a 3D saturation recovery single-shot acquisition (SASHA) implementation with phantom and in vivo experiments (pre and post contrast; 7 pigs) and was validated against the reference inversion recovery spin echo (IR-SE) sequence in phantom experiments.

Results

Phantom experiments showed that the T1 maps acquired by 3D SACORA and 3D SASHA agree well with IR-SE. In vivo experiments showed that the pre-contrast and post-contrast T1 maps acquired by 3D SACORA are comparable to the corresponding 3D SASHA maps, despite the shorter acquisition time (15s vs. 188s, for a heart rate of 60 bpm). Mean septal pre-contrast T1 was 1453 ± 44 ms with 3D SACORA and 1460 ± 60 ms with 3D SASHA. Mean septal post-contrast T1 was 824 ± 66 ms and 824 ± 60 ms.

Conclusion

3D SACORA acquires 3D T1 maps in 15 heart beats (heart rate, 60 bpm) at 3T. In addition to its short acquisition time, the sequence achieves good T1 estimation precision and accuracy.
Appendix
Available only for authorised users
Literature
1.
go back to reference Haaf P, Garg P, Messroghli DR, Broadbent DA, Greenwood JP, Plein S (2016) Cardiac T1 Mapping and Extracellular Volume (ECV) in clinical practice: a comprehensive review. J Cardiovasc Magn Reson 18:89CrossRef Haaf P, Garg P, Messroghli DR, Broadbent DA, Greenwood JP, Plein S (2016) Cardiac T1 Mapping and Extracellular Volume (ECV) in clinical practice: a comprehensive review. J Cardiovasc Magn Reson 18:89CrossRef
2.
go back to reference Messroghli DR, Moon JC, Ferreira VM, Grosse-Wortmann L, He T, Kellman P, Mascherbauer J, Nezafat R, Salerno M, Schelbert EB, Taylor AJ, Thompson R, Ugander M, van Heeswijk RB, Friedrich MG (2017) Clinical recommendations for cardiovascular magnetic resonance mapping of T1, T2, T2* and extracellular volume: A consensus statement by the Society for Cardiovascular Magnetic Resonance (SCMR) endorsed by the European Association for Cardiovascular Imaging (EACVI). J Cardiovasc Magn Reson 19:75. https://doi.org/10.1186/s12968-017-0389-8CrossRefPubMedPubMedCentral Messroghli DR, Moon JC, Ferreira VM, Grosse-Wortmann L, He T, Kellman P, Mascherbauer J, Nezafat R, Salerno M, Schelbert EB, Taylor AJ, Thompson R, Ugander M, van Heeswijk RB, Friedrich MG (2017) Clinical recommendations for cardiovascular magnetic resonance mapping of T1, T2, T2* and extracellular volume: A consensus statement by the Society for Cardiovascular Magnetic Resonance (SCMR) endorsed by the European Association for Cardiovascular Imaging (EACVI). J Cardiovasc Magn Reson 19:75. https://​doi.​org/​10.​1186/​s12968-017-0389-8CrossRefPubMedPubMedCentral
3.
go back to reference Ibanez B, Aletras AH, Arai AE, Arheden H, Bax J, Berry C, Bucciarelli-Ducci C, Croisille P, Dall’ Armellina E, Dharmakumar R, Eitel I, Fernández-Jiménez R, Friedrich MG, García-Dorado D, Hausenloy DJ, Kim RJ, Kozerke S, Kramer CM, Salerno M, SánchezGonzález J, Sanz J, Fuster V (2019) Cardiac MRI Endpoints in Myocardial Infarction Experimental and Clinical Trials: JACC Scientific Expert Panel. J Am Coll Cardiol 74:238–256CrossRef Ibanez B, Aletras AH, Arai AE, Arheden H, Bax J, Berry C, Bucciarelli-Ducci C, Croisille P, Dall’ Armellina E, Dharmakumar R, Eitel I, Fernández-Jiménez R, Friedrich MG, García-Dorado D, Hausenloy DJ, Kim RJ, Kozerke S, Kramer CM, Salerno M, SánchezGonzález J, Sanz J, Fuster V (2019) Cardiac MRI Endpoints in Myocardial Infarction Experimental and Clinical Trials: JACC Scientific Expert Panel. J Am Coll Cardiol 74:238–256CrossRef
4.
go back to reference Messroghli DR, Radjenovic A, Kozerke S, Higgins DM, Sivananthan MU, Ridgway JP (2004) Modified Look-Locker inversion recovery (MOLLI) for high-resolution T1 mapping of the heart. Magn Reson Med 52:141–146CrossRef Messroghli DR, Radjenovic A, Kozerke S, Higgins DM, Sivananthan MU, Ridgway JP (2004) Modified Look-Locker inversion recovery (MOLLI) for high-resolution T1 mapping of the heart. Magn Reson Med 52:141–146CrossRef
5.
go back to reference Chow K, Flewitt JA, Green JD, Pagano JJ, Friedrich MG, Thompson RB (2014) Saturation recovery single-shot acquisition (SASHA) for myocardial T1 mapping. Magn Reson Med 71:2082–2095CrossRef Chow K, Flewitt JA, Green JD, Pagano JJ, Friedrich MG, Thompson RB (2014) Saturation recovery single-shot acquisition (SASHA) for myocardial T1 mapping. Magn Reson Med 71:2082–2095CrossRef
6.
go back to reference Weingärtner S, Akçakaya M, Basha T, Kissinger KV, Goddu B, Berg S, Manning WJ, Nezafat R (2014) Combined saturation/inversion recovery sequences for improved evaluation of scar and diffuse fibrosis in patients with arrhythmia or heart rate variability. Magn Reson Med 71:1024–1034CrossRef Weingärtner S, Akçakaya M, Basha T, Kissinger KV, Goddu B, Berg S, Manning WJ, Nezafat R (2014) Combined saturation/inversion recovery sequences for improved evaluation of scar and diffuse fibrosis in patients with arrhythmia or heart rate variability. Magn Reson Med 71:1024–1034CrossRef
7.
go back to reference Cameron D, Vassiliou VS, Higgins DM, Gatehouse PD (2018) Towards accurate and precise T 1 and extracellular volume mapping in the myocardium: a guide to current pitfalls and their solutions. Magn Reson Mater Phy 31:143–163CrossRef Cameron D, Vassiliou VS, Higgins DM, Gatehouse PD (2018) Towards accurate and precise T 1 and extracellular volume mapping in the myocardium: a guide to current pitfalls and their solutions. Magn Reson Mater Phy 31:143–163CrossRef
8.
go back to reference Kellman P, Hansen MS (2014) T1-mapping in the heart: accuracy and precision. J Cardiovasc Magn Reson 16:2CrossRef Kellman P, Hansen MS (2014) T1-mapping in the heart: accuracy and precision. J Cardiovasc Magn Reson 16:2CrossRef
9.
go back to reference Piechnik SK, Neubauer S, Ferreira VM (2018) State-of-the-art review: stress T1 mapping—technical considerations, pitfalls and emerging clinical applications. Magn Reson Mater Phy 31:131–141CrossRef Piechnik SK, Neubauer S, Ferreira VM (2018) State-of-the-art review: stress T1 mapping—technical considerations, pitfalls and emerging clinical applications. Magn Reson Mater Phy 31:131–141CrossRef
10.
go back to reference Song T, Stainsby JA, Ho VB, Hood MN, Slavin GS (2012) Flexible cardiac T1 mapping using a modified look–locker acquisition with saturation recovery. Magn Reson Med 67:622–627CrossRef Song T, Stainsby JA, Ho VB, Hood MN, Slavin GS (2012) Flexible cardiac T1 mapping using a modified look–locker acquisition with saturation recovery. Magn Reson Med 67:622–627CrossRef
11.
go back to reference Nordio G, Henningsson M, Chiribiri A, Villa ADM, Schneider T, Botnar RM (2017) 3D myocardial T 1 mapping using saturation recovery. J Magn Reson Imaging 46:218–227CrossRef Nordio G, Henningsson M, Chiribiri A, Villa ADM, Schneider T, Botnar RM (2017) 3D myocardial T 1 mapping using saturation recovery. J Magn Reson Imaging 46:218–227CrossRef
13.
go back to reference Nordio G, Bustin A, Henningsson M, Rashid I, Chiribiri A, Ismail T, Odille F, Prieto C, Botnar RM (2018) 3D SASHA myocardial T1 mapping with high accuracy and improved precision. Magn Reson Mater Phy 32:281–289CrossRef Nordio G, Bustin A, Henningsson M, Rashid I, Chiribiri A, Ismail T, Odille F, Prieto C, Botnar RM (2018) 3D SASHA myocardial T1 mapping with high accuracy and improved precision. Magn Reson Mater Phy 32:281–289CrossRef
14.
go back to reference Nordio G, Schneider T, Cruz G, Correia T, Bustin A, Prieto C, Botnar RM, Henningsson M (2019) Whole-heart T 1 mapping using a 2D fat image navigator for respiratory motion compensation. Magn Reson Med 83:178–187CrossRef Nordio G, Schneider T, Cruz G, Correia T, Bustin A, Prieto C, Botnar RM, Henningsson M (2019) Whole-heart T 1 mapping using a 2D fat image navigator for respiratory motion compensation. Magn Reson Med 83:178–187CrossRef
15.
go back to reference Stainsby JA, Slavin GS (2014) Comparing the accuracy and precision of SMART1Map, SASHA and MOLLI. J Cardiovasc Magn Reson 16:P11CrossRef Stainsby JA, Slavin GS (2014) Comparing the accuracy and precision of SMART1Map, SASHA and MOLLI. J Cardiovasc Magn Reson 16:P11CrossRef
16.
go back to reference Jogiya R, Schuster A, Zaman A, Motwani M, Kouwenhoven M, Nagel E, Kozerke S, Plein S (2014) Three-dimensional balanced steady state free precession myocardial perfusion cardiovascular magnetic resonance at 3T using dual-source parallel RF transmission: initial experience. J Cardiovasc Magn Reson 16:90CrossRef Jogiya R, Schuster A, Zaman A, Motwani M, Kouwenhoven M, Nagel E, Kozerke S, Plein S (2014) Three-dimensional balanced steady state free precession myocardial perfusion cardiovascular magnetic resonance at 3T using dual-source parallel RF transmission: initial experience. J Cardiovasc Magn Reson 16:90CrossRef
17.
go back to reference Gensler D, Mörchel P, Fidler F, Ritter O, Quick HH, Ladd ME, Bauer WR, Ertl G, Jakob PM, Nordbeck P (2015) Myocardial T1: Quantification by Using an ECG-triggered Radial Single-Shot Inversion-Recovery MR Imaging Sequence. Radiology 274:879–887CrossRef Gensler D, Mörchel P, Fidler F, Ritter O, Quick HH, Ladd ME, Bauer WR, Ertl G, Jakob PM, Nordbeck P (2015) Myocardial T1: Quantification by Using an ECG-triggered Radial Single-Shot Inversion-Recovery MR Imaging Sequence. Radiology 274:879–887CrossRef
18.
go back to reference Shao J, Rapacchi S, Nguyen K-L, Hu P (2016) Myocardial T1 Mapping at 3.0T Using an Inversion Recovery Spoiled Gradient Echo Readout and Bloch Equation Simulation with Slice Profile Correction (BLESSPC) T1 Estimation Algorithm. J Magn Reson Imaging JMRI 43:414–425CrossRef Shao J, Rapacchi S, Nguyen K-L, Hu P (2016) Myocardial T1 Mapping at 3.0T Using an Inversion Recovery Spoiled Gradient Echo Readout and Bloch Equation Simulation with Slice Profile Correction (BLESSPC) T1 Estimation Algorithm. J Magn Reson Imaging JMRI 43:414–425CrossRef
19.
go back to reference Lustig M, Donoho D, Pauly JM (2007) Sparse MRI: The application of compressed sensing for rapid MR imaging. Magn Reson Med 58:1182–1195CrossRef Lustig M, Donoho D, Pauly JM (2007) Sparse MRI: The application of compressed sensing for rapid MR imaging. Magn Reson Med 58:1182–1195CrossRef
20.
go back to reference Liu J, Feng L, Shen H-W, Zhu C, Wang Y, Mukai K, Brooks GC, Ordovas K, Saloner D (2017) Highly-accelerated self-gated free-breathing 3D cardiac cine MRI: validation in assessment of left ventricular function. Magn Reson Mater Phy 30:337–346CrossRef Liu J, Feng L, Shen H-W, Zhu C, Wang Y, Mukai K, Brooks GC, Ordovas K, Saloner D (2017) Highly-accelerated self-gated free-breathing 3D cardiac cine MRI: validation in assessment of left ventricular function. Magn Reson Mater Phy 30:337–346CrossRef
21.
go back to reference Weingärtner S, Akçakaya M, Roujol S, Basha T, Tschabrunn C, Berg S, Anter E, Nezafat R (2015) Free-breathing combined three-dimensional phase sensitive late gadolinium enhancement and T 1 mapping for myocardial tissue characterization: Integrated Sequence for 3D LGE Imaging and 3D T 1 Mapping. Magn Reson Med 74:1032–1041CrossRef Weingärtner S, Akçakaya M, Roujol S, Basha T, Tschabrunn C, Berg S, Anter E, Nezafat R (2015) Free-breathing combined three-dimensional phase sensitive late gadolinium enhancement and T 1 mapping for myocardial tissue characterization: Integrated Sequence for 3D LGE Imaging and 3D T 1 Mapping. Magn Reson Med 74:1032–1041CrossRef
22.
go back to reference Wetzl J, Schmidt M, Pontana F, Longère B, Lugauer F, Maier A, Hornegger J, Forman C (2018) Single-breath-hold 3-D CINE imaging of the left ventricle using Cartesian sampling. Magn Reson Mater Phy 31:19–31CrossRef Wetzl J, Schmidt M, Pontana F, Longère B, Lugauer F, Maier A, Hornegger J, Forman C (2018) Single-breath-hold 3-D CINE imaging of the left ventricle using Cartesian sampling. Magn Reson Mater Phy 31:19–31CrossRef
23.
go back to reference Pruessmann KP, Weiger M, Scheidegger MB, Boesiger P (1999) SENSE: Sensitivity encoding for fast MRI. Magn Reson Med 42:952–962CrossRef Pruessmann KP, Weiger M, Scheidegger MB, Boesiger P (1999) SENSE: Sensitivity encoding for fast MRI. Magn Reson Med 42:952–962CrossRef
24.
go back to reference Vranic JE, Cross NM, Wang Y, Hippe DS, de Weerdt E, Mossa-Basha M (2019) Compressed Sensing-Sensitivity Encoding (CS-SENSE) Accelerated Brain Imaging: Reduced Scan Time without Reduced Image Quality. Am J Neuroradiol 40:92–98CrossRef Vranic JE, Cross NM, Wang Y, Hippe DS, de Weerdt E, Mossa-Basha M (2019) Compressed Sensing-Sensitivity Encoding (CS-SENSE) Accelerated Brain Imaging: Reduced Scan Time without Reduced Image Quality. Am J Neuroradiol 40:92–98CrossRef
26.
go back to reference Guo R, Chen Z, Herzka DA, Luo J, Ding H (2019) A three-dimensional free-breathing sequence for simultaneous myocardial T 1 and T 2 mapping. Magn Reson Med 81:1031–1043CrossRef Guo R, Chen Z, Herzka DA, Luo J, Ding H (2019) A three-dimensional free-breathing sequence for simultaneous myocardial T 1 and T 2 mapping. Magn Reson Med 81:1031–1043CrossRef
27.
go back to reference Akçakaya M, Weingärtner S, Roujol S, Nezafat R (2015) On the Selection of Sampling Points for Myocardial T1 Mapping. Magn Reson Med 73:1741–1753CrossRef Akçakaya M, Weingärtner S, Roujol S, Nezafat R (2015) On the Selection of Sampling Points for Myocardial T1 Mapping. Magn Reson Med 73:1741–1753CrossRef
28.
go back to reference Morita K, Oda S, Utsunomiya D, Nakaura T, Matsubara T, Goto M, Okuaki T, Yuki H, Nagayama Y, Kidoh M, Hirata K, Iyama Y, Taguchi N, Hatemura M, Hashida M, Yamashita Y (2017) Saturation Recovery Myocardial T1 Mapping with a Composite Radiofrequency Pulse on a 3T MR Imaging System. Magn Reson Med Sci 17:35–41CrossRef Morita K, Oda S, Utsunomiya D, Nakaura T, Matsubara T, Goto M, Okuaki T, Yuki H, Nagayama Y, Kidoh M, Hirata K, Iyama Y, Taguchi N, Hatemura M, Hashida M, Yamashita Y (2017) Saturation Recovery Myocardial T1 Mapping with a Composite Radiofrequency Pulse on a 3T MR Imaging System. Magn Reson Med Sci 17:35–41CrossRef
30.
go back to reference Zibulevsky M, Elad M (2010) L1–L2 Optimization in Signal and Image Processing. IEEE Signal Process Mag 27:76–88CrossRef Zibulevsky M, Elad M (2010) L1–L2 Optimization in Signal and Image Processing. IEEE Signal Process Mag 27:76–88CrossRef
31.
go back to reference Busse RF, Riederer SJ (2001) Steady-state preparation for spoiled gradient echo imaging. Magn Reson Med 45:653–661CrossRef Busse RF, Riederer SJ (2001) Steady-state preparation for spoiled gradient echo imaging. Magn Reson Med 45:653–661CrossRef
32.
go back to reference Warntjes MJ, Kihlberg J, Engvall J (2010) Rapid T1 quantification based on 3D phase sensitive inversion recovery. BMC Med Imaging 10:19CrossRef Warntjes MJ, Kihlberg J, Engvall J (2010) Rapid T1 quantification based on 3D phase sensitive inversion recovery. BMC Med Imaging 10:19CrossRef
33.
go back to reference Li W, Griswold M, Yu X (2010) Rapid T1 Mapping of Mouse Myocardium with Saturation Recovery Look-Locker Method. Magn Reson Med 64:1296–1303CrossRef Li W, Griswold M, Yu X (2010) Rapid T1 Mapping of Mouse Myocardium with Saturation Recovery Look-Locker Method. Magn Reson Med 64:1296–1303CrossRef
34.
go back to reference Bombardini T, Gemignani V, Bianchini E, Venneri L, Petersen C, Pasanisi E, Pratali L, Alonso-Rodriguez D, Pianelli M, Faita F, Giannoni M, Arpesella G, Picano E (2008) Diastolic time – frequency relation in the stress echo lab: filling timing and flow at different heart rates. Cardiovasc Ultrasound 6:15CrossRef Bombardini T, Gemignani V, Bianchini E, Venneri L, Petersen C, Pasanisi E, Pratali L, Alonso-Rodriguez D, Pianelli M, Faita F, Giannoni M, Arpesella G, Picano E (2008) Diastolic time – frequency relation in the stress echo lab: filling timing and flow at different heart rates. Cardiovasc Ultrasound 6:15CrossRef
35.
go back to reference García-Álvarez A, García-Lunar I, Pereda D, Fernández-Jimenez R, Sánchez-González J, Mirelis JG, Nuño-Ayala M, Sánchez-Quintana D, Fernández-Friera L, García-Ruiz JM, Pizarro G, Agüero J, Campelos P, Castellá M, Sabaté M, Fuster V, Sanz J, Ibañez B (2015) Association of Myocardial T1-Mapping CMR With Hemodynamics and RV Performance in Pulmonary Hypertension. JACC Cardiovasc Imaging 8:76–82CrossRef García-Álvarez A, García-Lunar I, Pereda D, Fernández-Jimenez R, Sánchez-González J, Mirelis JG, Nuño-Ayala M, Sánchez-Quintana D, Fernández-Friera L, García-Ruiz JM, Pizarro G, Agüero J, Campelos P, Castellá M, Sabaté M, Fuster V, Sanz J, Ibañez B (2015) Association of Myocardial T1-Mapping CMR With Hemodynamics and RV Performance in Pulmonary Hypertension. JACC Cardiovasc Imaging 8:76–82CrossRef
36.
go back to reference Galán-Arriola C, Lobo M, Vílchez-Tschischke JP, López GJ, de Molina-Iracheta A, Pérez-Martínez C, Agüero J, Fernández-Jiménez R, Martín-García A, Oliver E, Villena-Gutierrez R, Pizarro G, Sánchez PL, Fuster V, Sánchez-González J, Ibanez B (2019) Serial Magnetic Resonance Imaging to Identify Early Stages of Anthracycline-Induced Cardiotoxicity. J Am Coll Cardiol 73:779–791CrossRef Galán-Arriola C, Lobo M, Vílchez-Tschischke JP, López GJ, de Molina-Iracheta A, Pérez-Martínez C, Agüero J, Fernández-Jiménez R, Martín-García A, Oliver E, Villena-Gutierrez R, Pizarro G, Sánchez PL, Fuster V, Sánchez-González J, Ibanez B (2019) Serial Magnetic Resonance Imaging to Identify Early Stages of Anthracycline-Induced Cardiotoxicity. J Am Coll Cardiol 73:779–791CrossRef
37.
go back to reference Rodrigo Fernández-Jiménez, Carlos Galán-Arriola, Javier Sánchez-González, Jaume Agüero, López-Martín Gonzalo J, Sandra Gomez-Talavera, Jaime Garcia-Prieto, Austin Benn, Antonio Molina-Iracheta, Manuel Barreiro-Pérez, Ana Martin-García, Inés García-Lunar, Gonzalo Pizarro, Javier Sanz, Sánchez Pedro L, Valentin Fuster, Borja Ibanez (2017) Effect of Ischemia Duration and Protective Interventions on the Temporal Dynamics of Tissue Composition After Myocardial Infarction. Circ Res 121:439–450CrossRef Rodrigo Fernández-Jiménez, Carlos Galán-Arriola, Javier Sánchez-González, Jaume Agüero, López-Martín Gonzalo J, Sandra Gomez-Talavera, Jaime Garcia-Prieto, Austin Benn, Antonio Molina-Iracheta, Manuel Barreiro-Pérez, Ana Martin-García, Inés García-Lunar, Gonzalo Pizarro, Javier Sanz, Sánchez Pedro L, Valentin Fuster, Borja Ibanez (2017) Effect of Ischemia Duration and Protective Interventions on the Temporal Dynamics of Tissue Composition After Myocardial Infarction. Circ Res 121:439–450CrossRef
38.
go back to reference Qi H, Bustin A, Cruz G, Jaubert O, Chen H, Botnar RM, Prieto C (2019) Free-running simultaneous myocardial T1/T2 mapping and cine imaging with 3D whole-heart coverage and isotropic spatial resolution. Magn Reson Imaging 63:159–169CrossRef Qi H, Bustin A, Cruz G, Jaubert O, Chen H, Botnar RM, Prieto C (2019) Free-running simultaneous myocardial T1/T2 mapping and cine imaging with 3D whole-heart coverage and isotropic spatial resolution. Magn Reson Imaging 63:159–169CrossRef
39.
go back to reference Roujol S, Foppa M, Weingartner S, Manning WJ, Nezafat R (2015) Adaptive Registration of Varying Contrast-Weighted Images for Improved Tissue Characterization (ARCTIC): Application to T1 Mapping. Magn Reson Med 73:1469–1482CrossRef Roujol S, Foppa M, Weingartner S, Manning WJ, Nezafat R (2015) Adaptive Registration of Varying Contrast-Weighted Images for Improved Tissue Characterization (ARCTIC): Application to T1 Mapping. Magn Reson Med 73:1469–1482CrossRef
40.
go back to reference Wang S-C, Patel AR, Tanaka A, Wang H, Ota T, Lang RM, Carroll TJ, Kawaji K (2017) A novel profile/view ordering with a non-convex star shutter for high-resolution 3D volumetric T 1 mapping under multiple breath-holds: Novel Profile Ordering for 3D T 1 Mapping. Magn Reson Med 77:2215–2224CrossRef Wang S-C, Patel AR, Tanaka A, Wang H, Ota T, Lang RM, Carroll TJ, Kawaji K (2017) A novel profile/view ordering with a non-convex star shutter for high-resolution 3D volumetric T 1 mapping under multiple breath-holds: Novel Profile Ordering for 3D T 1 Mapping. Magn Reson Med 77:2215–2224CrossRef
41.
go back to reference Kawaji K, Tanaka A, Patel MB, Wang H, Maffessanti F, Ota T, Patel AR (2017) 3D late gadolinium enhanced cardiovascular MR with CENTRA-PLUS profile/view ordering: Feasibility of right ventricular myocardial damage assessment using a swine animal model. Magn Reson Imaging 39:7–14CrossRef Kawaji K, Tanaka A, Patel MB, Wang H, Maffessanti F, Ota T, Patel AR (2017) 3D late gadolinium enhanced cardiovascular MR with CENTRA-PLUS profile/view ordering: Feasibility of right ventricular myocardial damage assessment using a swine animal model. Magn Reson Imaging 39:7–14CrossRef
Metadata
Title
Single breath-hold saturation recovery 3D cardiac T1 mapping via compressed SENSE at 3T
Authors
Tiago Ferreira da Silva
Carlos Galan-Arriola
Paula Montesinos
Gonzalo Javier López-Martín
Manuel Desco
Valentín Fuster
Borja Ibáñez
Javier Sanchez-Gonzalez
Publication date
01-12-2020
Publisher
Springer International Publishing
Published in
Magnetic Resonance Materials in Physics, Biology and Medicine / Issue 6/2020
Print ISSN: 0968-5243
Electronic ISSN: 1352-8661
DOI
https://doi.org/10.1007/s10334-020-00848-2

Other articles of this Issue 6/2020

Magnetic Resonance Materials in Physics, Biology and Medicine 6/2020 Go to the issue