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

Magnetic Resonance in Medicine

Volumn 67, Issue 4, 2012, Pages 1054-1064

  Kim, Daniel ^a   Dyvorne, Hadrien A ^a   Otazo, Ricardo ^a   Feng, Li ^a   Sodickson, Daniel K ^a   Lee, Vivian S ^a  

^a NEW YORK UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

blood flow; compressed sensing; liver; MRI; parallel imaging; PC MRI; velocity

Indexed keywords

BLOOD; BLOOD VESSELS; COMPRESSED SENSING; DATA ACQUISITION; HEMODYNAMICS; LIVER; MEAN SQUARE ERROR; VELOCITY; VELOCITY MEASUREMENT;

BLOOD FLOW; EFFICIENCY LIMITS; GENERALIZED AUTO-CALIBRATING PARTIALLY PARALLEL ACQUISITIONS; PARALLEL IMAGING; PHASE CONTRASTS; ROOT MEAN SQUARE ERRORS; SPATIAL AND TEMPORAL RESOLUTIONS; STANDARD DEVIATION;

MAGNETIC RESONANCE IMAGING;

ACCELERATION; ARTICLE; AUTOMATION; CALIBRATION; CINERADIOGRAPHY; CONTROLLED STUDY; HUMAN; HUMAN EXPERIMENT; LIVER BLOOD FLOW; MEASUREMENT; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; VALIDATION PROCESS; VELOCITY; WAVEFORM;

EID: 84859103471     PISSN: 07403194     EISSN: 15222594     Source Type: Journal    
DOI: 10.1002/mrm.23088     Document Type: Article

References (44)

1. Ohnishi K, Saito M, Nakayama T, Iida S, Nomura F, Koen H, Okuda K,. Portal venous hemodynamics in chronic liver disease: effects of posture change and exercise. Radiology 1985; 155: 757-761. (Pubitemid 15042783)
2. Lebrec D,. Methods to evaluate portal hypertension. Gastroenterol Clin North Am 1992; 21: 41-59.
3. Baik SK, Kim JW, Kim HS, Kwon SO, Kim YJ, Park JW, Kim SH, Chang SJ, Lee DK, Han KH, Um SH, Lee SS,. Recent variceal bleeding: Doppler US hepatic vein waveform in assessment of severity of portal hypertension and vasoactive drug response. Radiology 2006; 240: 574-580. (Pubitemid 44098657)
4. Bryant DJ, Payne JA, Firmin DN, Longmore DB,. Measurement of flow with NMR imaging using a gradient pulse and phase difference technique. J Comput Assist Tomogr 1984; 8: 588-593. (Pubitemid 14097044)
5. Constantinesco A, Mallet JJ, Bonmartin A, Lallot C, Briguet A,. Spatial or flow velocity phase encoding gradients in NMR imaging. Magn Reson Imaging 1984; 2: 335-340. (Pubitemid 15188077)
6. Nayler GL, Firmin DN, Longmore DB,. Blood flow imaging by cine magnetic resonance. J Comput Assist Tomogr 1986; 10: 715-722. (Pubitemid 16020595)
7. Axel L, Morton D,. MR flow imaging by velocity-compensated/uncompensated difference images. J Comput Assist Tomogr 1987; 11: 31-34. (Pubitemid 17231458)
8. Firmin DN, Nayler GL, Kilner PJ, Longmore DB,. The application of phase shifts in NMR for flow measurement. Magn Reson Med 1990; 14: 230-241. (Pubitemid 20248608)
9. Bernstein MA, Shimakawa A, Pelc NJ,. Minimizing TE in moment-nulled or flow-encoded two- and three-dimensional gradient-echo imaging. J Magn Reson Imaging 1992; 2: 583-588.
10. Pike GB, Meyer CH, Brosnan TJ, Pelc NJ,. Magnetic resonance velocity imaging using a fast spiral phase contrast sequence. Magn Reson Med 1994; 32: 476-483. (Pubitemid 24307976)
11. Thompson RB, McVeigh ER,. Flow-gated phase-contrast MRI using radial acquisitions. Magn Reson Med 2004; 52: 598-604. (Pubitemid 39108973)
12. Markl M, Alley MT, Pelc NJ,. Balanced phase-contrast steady-state free precession (PC-SSFP): a novel technique for velocity encoding by gradient inversion. Magn Reson Med 2003; 49: 945-952. (Pubitemid 36523482)
13. Foo TK, Bernstein MA, Aisen AM, Hernandez RJ, Collick BD, Bernstein T,. Improved ejection fraction and flow velocity estimates with use of view sharing and uniform repetition time excitation with fast cardiac techniques. Radiology 1995; 195: 471-478.
14. Markl M, Hennig J,. Phase contrast MRI with improved temporal resolution by view sharing: k-space related velocity mapping properties. Magn Reson Imaging 2001; 19: 669-676. (Pubitemid 32751598)
15. Beerbaum P, Korperich H, Gieseke J, Barth P, Peuster M, Meyer H,. Rapid left-to-right shunt quantification in children by phase-contrast magnetic resonance imaging combined with sensitivity encoding (SENSE). Circulation 2003; 108: 1355-1361. (Pubitemid 37174414)
16. Beerbaum P, Korperich H, Gieseke J, Barth P, Peuster M, Meyer H,. Blood flow quantification in adults by phase-contrast MRI combined with SENSEa validation study. J Cardiovasc Magn Reson 2005; 7: 361-369. (Pubitemid 40563324)
17. Thunberg P, Karlsson M, Wigstrom L,. Accuracy and reproducibility in phase contrast imaging using SENSE. Magn Reson Med 2003; 50: 1061-1068. (Pubitemid 37356586)
18. Baltes C, Kozerke S, Hansen MS, Pruessmann KP, Tsao J, Boesiger P,. Accelerating cine phase-contrast flow measurements using k-t BLAST and k-t SENSE. Magn Reson Med 2005; 54: 1430-1438. (Pubitemid 41740772)
19. Jung B, Kozerke S,. Comparison of kt-SENSE and kt-GRAPPA applied to cardiac cine and phase contrast imaging. In: Proceedings of the 17th Annual Meeting of ISMRM, Honolulu, Hawai'i, USA, 2009. p 4559.
20. Sodickson DK, Manning WJ,. Simultaneous acquisition of spatial harmonics (SMASH): fast imaging with radiofrequency coil arrays. Magn Reson Med 1997; 38: 591-603. (Pubitemid 27419224)
21. Pruessmann KP, Weiger M, Scheidegger MB, Boesiger P,. SENSE: sensitivity encoding for fast MRI. Magn Reson Med 1999; 42: 952-962. (Pubitemid 29521486)
22. Griswold MA, Jakob PM, Heidemann RM, Nittka M, Jellus V, Wang J, Kiefer B, Haase A,. Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med 2002; 47: 1202-1210. (Pubitemid 34587412)
23. Lustig M, Donoho D, Pauly JM,. Sparse MRI: the application of compressed sensing for rapid MR imaging. Magn Reson Med 2007; 58: 1182-1195. (Pubitemid 350234205)
24. Yoon D, Fessler J, Nielsen J, Gilbert A, Noll D,. Non-convex greedy compressed sensing for phase contrast MRI. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden, 2010. p 4852.
25. Velikina J, Johnson K, Block W, Samsonov A,. Design of temporally constrained compressed sensing methods for accelerated dynamic MRI. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden, 2010. p 4865.
26. Tao A, Rilling G, Davies M, Marshall I,. Compressed sensing reconstruction with retrospectively gated sampling patterns for velocity measurement of carotid blood flow. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden, 2010. p 4866.
27. Jung H, Sung K, Nayak KS, Kim EY, Ye JC,. k-t FOCUSS: a general compressed sensing framework for high resolution dynamic MRI. Magn Reson Med 2009; 61: 103-116.
28. Feng L, Otazo R, Jung H, Jensen JH, Ye JC, Sodickson DK, Kim D,. Accelerated cardiac T2 mapping using breath-hold multi-echo fast spin-echo pulse sequence with compressed sensing and parallel imaging. Magn Reson Med 2011; 65: 1661-1669.
29. Tsao J, Tarnavski O, Privetera M, Shetty S,. k-t denoisingexploiting spatiotemporal correlations for signal-to-noise improvement in dynamic imaging. In: Proceedings of the 14th Annual Meeting of ISMRM, Seattle, Washington, USA, 2006. p 690.
30. Liang Z,. Spatiotemporal imaging with partially separable functions. In: Proceedings of IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Arlington, 2007. pp 988-991. (Pubitemid 350141257)
31. Pedersen H, Kozerke S, Ringgaard S, Nehrke K, Kim W,. k-t PCA: temporally constrained k-t BLAST reconstruction using principal component analysis. Magn Reson Imaging 2009; 63: 706-716.
32. Ding Y, Chung YC, Jekic M, Simonetti OP,. A new approach to autocalibrated dynamic parallel imaging based on the Karhunen-Loeve transform: KL-TSENSE and KL-TGRAPPA. Magn Reson Imaging 2011; 65: 1786-1792.
33. Lustig M, Santos J, Donoho D, Pauly J,. k-t SPARSE: high frame rate dynamic MRI exploiting spatio-temporal sparsity. In: Proceedings of the 14th Annual Meeting of ISMRM, Seattle, Washington, USA, 2006. p 2420.
34. Otazo R, Kim D, Axel L, Sodickson D,. Combination of compressed sensing and parallel imaging for highly accelerated first-pass cardiac perfusion MRI. Magn Reson Med 2010; 64: 767-776.
35. Abu-Yousef MM,. Duplex Doppler sonography of the hepatic vein in tricuspid regurgitation. AJR Am J Roentgenol 1991; 156: 79-83.
36. Weinreb J, Kumari S, Phillips G, Pochaczevsky R,. Portal vein measurements by real-time sonography. AJR Am J Roentgenol 1982; 139: 497-499. (Pubitemid 12049655)
37. Prince MR, Novelline RA, Athanasoulis CA, Simon M,. The diameter of the inferior vena cava and its implications for the use of vena caval filters. Radiology 1983; 149: 687-689. (Pubitemid 14235690)
38. Walsh DO, Gmitro AF, Marcellin MW,. Adaptive reconstruction of phased array MR imagery. Magn Reson Med 2000; 43: 682-690. (Pubitemid 30244267)
39. Griswold MA, Walsh DO, Heidemann RM, Haase A, Jakob PM,. The use of an adaptive reconstruction for array coil sensitivity mapping and intensity normalization. In: Proceedings of the 10th Annual Meeting of ISMRM, Honolulu, Hawai'i, USA, 2002. p 2410.
40. Jung H, Ye JC,. Motion estimated and compensated compressed sensing dynamic magnetic resonance imaging: what we can learn from video compression techniques. Int J Imaging Syst Technol 2010; 20: 81-98.
41. Pelc NJ, Sommer FG, Li KC, Brosnan TJ, Herfkens RJ, Enzmann DR,. Quantitative magnetic resonance flow imaging. Magn Reson Q 1994; 10: 125-147.
42. Andersen AH, Kirsch JE,. Analysis of noise in phase contrast MR imaging. Med Phys 1996; 23: 857-869. (Pubitemid 26192505)
43. Huang F, Akao J, Vijayakumar S, Duensing GR, Limkeman M,. k-t GRAPPA: a k-space implementation for dynamic MRI with high reduction factor. Magn Reson Med 2005; 54: 1172-1184. (Pubitemid 41567197)
44. Jung B, Ullmann P, Honal M, Bauer S, Hennig J, Markl M,. Parallel MRI with extended and averaged GRAPPA kernels (PEAK-GRAPPA): optimized spatiotemporal dynamic imaging. J Magn Reson Imaging 2008; 28: 1226-1232.