Literature DB >> 26894256

Highly accelerated cardiac MRI using iterative SENSE reconstruction: initial clinical experience.

Bradley D Allen1, Maria Carr2, Marcos P F Botelho2, Amir Ali Rahsepar2, Michael Markl2,3, Michael O Zenge4, Michaela Schmidt5, Mariappan S Nadar6, Bruce Spottiswoode4, Jeremy D Collins2, James C Carr2.   

Abstract

To evaluate the qualitative and quantitative performance of an accelerated cardiovascular MRI (CMR) protocol that features iterative SENSE reconstruction and spatio-temporal L1-regularization (IS SENSE). Twenty consecutively recruited patients and 9 healthy volunteers were included. 2D steady state free precession cine images including 3-chamber, 4-chamber, and short axis slices were acquired using standard parallel imaging (GRAPPA, acceleration factor = 2), spatio-temporal undersampled TSENSE (acceleration factor = 4), and IS SENSE techniques (acceleration factor = 4). Acquisition times, quantitative cardiac functional parameters, wall motion abnormalities (WMA), and qualitative performance (scale: 1-poor to 5-excellent for overall image quality, noise, and artifact) were compared. Breath-hold times for IS SENSE (3.0 ± 0.6 s) and TSENSE (3.3 ± 0.6) were both reduced relative to GRAPPA (8.4 ± 1.7 s, p < 0.001). No difference in quantitative cardiac function was present between the three techniques (p = 0.89 for ejection fraction). GRAPPA and IS SENSE had similar image quality (4.7 ± 0.4 vs. 4.5 ± 0.6, p = 0.09) while, both techniques were superior to TSENSE (quality: 4.1 ± 0.7, p < 0.001). GRAPPA WMA agreement with IS SENSE was good (κ > 0.60, p < 0.001), while agreement with TSENSE was poor (κ < 0.40, p < 0.001). IS SENSE is a viable clinical CMR acceleration approach to reduce acquisition times while maintaining satisfactory qualitative and quantitative performance.

Entities:  

Keywords:  Accelerated MRI; Cardiac gated imaging techniques; Cardiac magnetic resonance imaging; Ventricular function

Mesh:

Year:  2016        PMID: 26894256     DOI: 10.1007/s10554-016-0859-3

Source DB:  PubMed          Journal:  Int J Cardiovasc Imaging        ISSN: 1569-5794            Impact factor:   2.357


  26 in total

1.  Combination of compressed sensing and parallel imaging for highly accelerated first-pass cardiac perfusion MRI.

Authors:  Ricardo Otazo; Daniel Kim; Leon Axel; Daniel K Sodickson
Journal:  Magn Reson Med       Date:  2010-09       Impact factor: 4.668

2.  Generalized autocalibrating partially parallel acquisitions (GRAPPA).

Authors:  Mark A Griswold; Peter M Jakob; Robin M Heidemann; Mathias Nittka; Vladimir Jellus; Jianmin Wang; Berthold Kiefer; Axel Haase
Journal:  Magn Reson Med       Date:  2002-06       Impact factor: 4.668

3.  k-t BLAST and k-t SENSE: dynamic MRI with high frame rate exploiting spatiotemporal correlations.

Authors:  Jeffrey Tsao; Peter Boesiger; Klaas P Pruessmann
Journal:  Magn Reson Med       Date:  2003-11       Impact factor: 4.668

4.  Atrial and ventricular functional and structural adaptations of the heart in elite triathletes assessed with cardiac MR imaging.

Authors:  Michael Scharf; Matthias H Brem; Matthias Wilhelm; U Joseph Schoepf; Michael Uder; Michael M Lell
Journal:  Radiology       Date:  2010-08-31       Impact factor: 11.105

Review 5.  Parallel imaging in cardiovascular MRI: methods and applications.

Authors:  Thoralf Niendorf; Daniel K Sodickson
Journal:  NMR Biomed       Date:  2006-05       Impact factor: 4.044

6.  Sparse MRI: The application of compressed sensing for rapid MR imaging.

Authors:  Michael Lustig; David Donoho; John M Pauly
Journal:  Magn Reson Med       Date:  2007-12       Impact factor: 4.668

7.  Accelerated phase-contrast cine MRI using k-t SPARSE-SENSE.

Authors:  Daniel Kim; Hadrien A Dyvorne; Ricardo Otazo; Li Feng; Daniel K Sodickson; Vivian S Lee
Journal:  Magn Reson Med       Date:  2011-11-14       Impact factor: 4.668

8.  Accelerated isotropic sub-millimeter whole-heart coronary MRI: compressed sensing versus parallel imaging.

Authors:  Mehmet Akçakaya; Tamer A Basha; Raymond H Chan; Warren J Manning; Reza Nezafat
Journal:  Magn Reson Med       Date:  2014-02       Impact factor: 4.668

9.  Patient motion correction for multiplanar, multi-breath-hold cardiac cine MR imaging.

Authors:  Piotr J Slomka; David Fieno; Amit Ramesh; Vaibhav Goyal; Hidetaka Nishina; Louise E J Thompson; Rola Saouaf; Daniel S Berman; Guido Germano
Journal:  J Magn Reson Imaging       Date:  2007-05       Impact factor: 4.813

10.  Mapping of mitral regurgitant defects by cardiovascular magnetic resonance in moderate or severe mitral regurgitation secondary to mitral valve prolapse.

Authors:  Ruvin S Gabriel; Andrew J Kerr; Owen C Raffel; Ralph A Stewart; Brett R Cowan; Christopher J Occleshaw
Journal:  J Cardiovasc Magn Reson       Date:  2008-04-09       Impact factor: 5.364

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  7 in total

1.  Compressed sensing real-time cine imaging for assessment of ventricular function, volumes and mass in clinical practice.

Authors:  Mathilde Vermersch; Benjamin Longère; Augustin Coisne; Michaela Schmidt; Christoph Forman; Aurélien Monnet; Julien Pagniez; Valentina Silvestri; Arianna Simeone; Emma Cheasty; David Montaigne; François Pontana
Journal:  Eur Radiol       Date:  2019-08-01       Impact factor: 5.315

2.  Accelerated real-time cardiac MRI using iterative sparse SENSE reconstruction: comparing performance in patients with sinus rhythm and atrial fibrillation.

Authors:  Bradley D Allen; Maria L Carr; Michael Markl; Michael O Zenge; Michaela Schmidt; Mariappan S Nadar; Bruce Spottiswoode; Jeremy D Collins; James C Carr
Journal:  Eur Radiol       Date:  2018-01-30       Impact factor: 5.315

3.  Right Ventricular Volume and Function Assessment in Congenital Heart Disease Using CMR Compressed-Sensing Real-Time Cine Imaging.

Authors:  Benjamin Longère; Julien Pagniez; Augustin Coisne; Hedi Farah; Michaela Schmidt; Christoph Forman; Valentina Silvestri; Arianna Simeone; Christos V Gkizas; Justin Hennicaux; Emma Cheasty; Solenn Toupin; David Montaigne; François Pontana
Journal:  J Clin Med       Date:  2021-04-29       Impact factor: 4.241

4.  Cardiovascular imaging 2016 in the International Journal of Cardiovascular Imaging.

Authors:  Johan H C Reiber; Johan De Sutter; Paul Schoenhagen; Arthur E Stillman; Nico R L Vande Veire
Journal:  Int J Cardiovasc Imaging       Date:  2017-06       Impact factor: 2.357

5.  Prognosis in patients with coronary heart disease and breath-holding limitations: a free-breathing cardiac magnetic resonance protocol at 3.0 T.

Authors:  Keyan Wang; Wenbo Zhang; Shuman Li; Xiaoming Bi; Michaela Schmidt; Jing An; Jie Zheng; Jingliang Cheng
Journal:  BMC Cardiovasc Disord       Date:  2021-12-07       Impact factor: 2.298

Review 6.  Golden-Angle Radial MRI: Basics, Advances, and Applications.

Authors:  Li Feng
Journal:  J Magn Reson Imaging       Date:  2022-04-09       Impact factor: 5.119

7.  Feasibility of one breath-hold cardiovascular magnetic resonance compressed sensing cine for left ventricular strain analysis.

Authors:  Xiaorong Chen; Jiangfeng Pan; Yi Hu; Hongjie Hu; Yonghao Pan
Journal:  Front Cardiovasc Med       Date:  2022-08-12
  7 in total

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