Accelerating free breathing myocardial perfusion MRI using multi coil radial k - T SLR

Physics in Medicine and Biology

Volumn 58, Issue 20, 2013, Pages 7309-7327

  Lingala, Sajan Goud ^a   Dibella, Edward ^b   Adluru, Ganesh ^b   McGann, Christopher ^b   Jacob, Mathews ^c  

^a UNIVERSITY OF IOWA   (United States)

^b UNIVERSITY OF UTAH SCHOOL OF MEDICINE   (United States)

^c University of Iowa   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUGMENTED LAGRANGIANS; CONSTRAINED RECONSTRUCTION; CONVERGENCE RATES; HIGH SIGNAL-TO-NOISE RATIO; LOW-RANK PROPERTIES; MYOCARDIAL PERFUSION; MYOCARDIAL PERFUSION MRI; SPATIO-TEMPORAL RESOLUTION;

ALGORITHMS;

MAGNETIC RESONANCE IMAGING;

ALGORITHM; BREATHING; CARDIOLOGY; HUMAN; IMAGE PROCESSING; MYOCARDIAL PERFUSION IMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PROCEDURES; TIME; ARTICLE; METHODOLOGY;

ALGORITHMS; CARDIOLOGY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MYOCARDIAL PERFUSION IMAGING; RESPIRATION; TIME FACTORS;

EID: 84885088263     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/58/20/7309     Document Type: Article

References (29)

1. Adluru G, McGann C, Speier P, Kholmovski E, Shaaban A and DiBella E 2009 Acquisition and reconstruction of undersampled radial data for myocardial perfusion magnetic resonance imaging J. Magn. Reson. Imaging 29 466-73
2. Bilen C, Selesnick I, Wang Y, Otazo R, Kim D, Axel L and Sodickson D 2010 On compressed sensing in parallel MRI of cardiac perfusion using temporal wavelet and TV regularization ICASSP' 10: IEEE Int. Conf. on Acoustics Speech and Signal Processing pp 630-3
3. Blaimer M, Ponce I P, Breuer F A, Jakob P M, Griswold M A and Kellman P 2011 Temporal filtering effects in dynamic parallel MRI Magn. Reson. Med. 66 192-8
4. Chan R, Ramsay E, Cheung E and Plewes D 2012 The influence of radial undersampling schemes on compressed sensing reconstruction in breast MRI Magn. Reson. Med. 67 363-77
5. DiBella E, Chen L, Schabel M, Adluru G and McGann C 2012a Myocardial perfusion acquisition without magnetization preparation or gating Magn. Reson. Med. 67 609
6. DiBella E et al 2012b The effect of obesity on regadenoson-induced myocardial hyperemia: a quantitative magnetic resonance imaging study Int. J. Cardiovas. Imaging 28 1435-44
7. Gebker R, Jahnke C, Paetsch I, Schnackenburg B, Kozerke S, Bornstedt A, Fleck E and Nagel E 2007 MR myocardial perfusion imaging with k-space and time broad-use linear acquisition speed-up technique: feasibility study Radiology 245 863-71 (Pubitemid 350127358)
8. Haldar J and Liang Z 2010 Spatiotemporal imaging with partially separable functions: a matrix recovery approach IEEE Int. Symp. on Biomedical Imaging: From Nano to Macro pp 716-9
9. Hu Y, Lingala S and Jacob M 2012 A fast majorize-minimize algorithm for the recovery of sparse and low-rank matrices IEEE Trans. Image Process. 21 742-53
10. Kellman P, Derbyshire J, Agyeman K, McVeigh E and Arai A 2004 Extended coverage first-pass perfusion imaging using slice-interleaved TSENSE Magn. Reson. Med. 51 200-4 (Pubitemid 38095719)
11. Liang Z 2007 Spatio-temporal imaging with partially separable functions Proc. IEEE Int. Symp. on Biomedical Imaging pp 988-91 (Pubitemid 350141257)
12. Lingala S, Hu Y, DiBella E and Jacob M 2011 Accelerated dynamic MRI exploiting sparsity and low-rank structure: k - t SLR IEEE Trans. Med. Imaging 30 1042-54
13. Lukas M A 2006 Robust generalized cross-validation for choosing the regularization parameter Inverse Problems 22 1883 (Pubitemid 44444683)
14. Maggioni M, Boracchi G, Foi A and Egiazarian K 2012 Video denoising, deblocking and enhancement through separable 4-D nonlocal spatiotemporal transforms IEEE Trans. Image Process. 21 3952-66
15. Otazo R, Kim D, Axel L and Sodickson D 2010 Combination of compressed sensing and parallel imaging for highly accelerated first-pass cardiac perfusion MRI Magn. Reson. Med. 64 767-76
16. Pedersen H, Kozerke S, Ringgaard S, Nehrke K and Kim W 2009 K - t PCA: temporally constrained k - t BLAST reconstruction using principal component analysis Magn. Reson. Med. 62 706-16
17. Plein S, Ryf S, Schwitter J, Radjenovic A, Boesiger P and Kozerke S 2007 Dynamic contrast-enhanced myocardial perfusion MRI accelerated with k - t sense Magn. Reson. Med. 58 777-85 (Pubitemid 47556883)
18. Radjenovic A, Biglands J, Larghat A, Ridgway J, Ball S, Greenwood J, Jerosch-Herold M and Plein S 2010 Estimates of systolic and diastolic myocardial blood flow by dynamic contrast-enhanced MRI Magn. Reson. Med. 64 1696-703
19. Ramani S and Fessler J 2011 Parallel MR image reconstruction using augmented Lagrangian methods IEEE Trans. Med. Imaging 30 694-706
20. Ramani S, Liu Z, Rosen J, Nielsen J and Fessler J A 2012 Regularization parameter selection for nonlinear iterative image restoration and MRI reconstruction using GCV and SURE-based methods IEEE Trans. Image Process. 21 3659-72
21. Ravishankar S and Bresler Y 2011 MR image reconstruction from highly undersampled k-space data by dictionary learning IEEE Trans. Med. Imaging 30 1028-41
22. Roemer P, Edelstein W, Hayes C, Souza S and Mueller O 2005 The NMR phased array Magn. Reson. Med. 16 192-225
23. Shin T, Nayak K, Santos J, Nishimura D, Hu B and McConnell M 2013 Three-dimensional first-pass myocardial perfusion MRI using a stack-of-spirals acquisition Magn. Reson. Med. 69 839-44
24. Shin T, Pohost G and Nayak K 2010 Systolic 3D first-pass myocardial perfusion MRI: comparison with diastolic imaging in healthy subjects Magn. Reson. Med. 63 858-64
25. Thirion J P 1996 Non-rigid matching using demons CVPR'96: Proc. IEEE Computer Society Conf. on Computer Vision and Pattern Recognition pp 245-51
26. Trzasko J and Manduca A 2009 Highly undersampled magnetic resonance image reconstruction via homotopic formula formulatype= IEEE Trans. Med. Imaging 28 106-21
27. Vasanawala S, Murphy M, Alley M, Lai P, Keutzer K, Pauly J and Lustig M 2011 Practical parallel imaging compressed sensing MRI: summary of two years of experience in accelerating body MRI of pediatric patients Proc. Int. Symp. on Biomedical Imaging: From Nano to Macro pp 1039-43
28. Wech T, Stäb D, Budich J C, Fischer A, Tran-Gia J, Hahn D and Köstler H 2012 Resolution evaluation of MR images reconstructed by iterative thresholding algorithms for compressed sensing Med. Phys. 39 4328
29. Ying L and Sheng J 2007 Joint image reconstruction and sensitivity estimation in SENSE (JSENSE) Magn. Reson. Med. 57 1196-202 (Pubitemid 46911305)