Chemical shift encoded water-fat separation using parallel imaging and compressed sensing

Magnetic Resonance in Medicine

Volumn 69, Issue 2, 2013, Pages 456-466

  Sharma, Samir D ^a   Hu, Houchun H ^b   Nayak, Krishna S ^a  

^a University of Southern California ^*  (United States)

^b CHILDREN S HOSPITAL LOS ANGELES   (United States)

Author keywords

compressed sensing; parallel imaging; water fat separation

Indexed keywords

CHEMICAL SHIFT; COMPRESSED SENSING; SEPARATION;

ALTERNATING MINIMIZATION; COIL SENSITIVITY; CONVOLUTION KERNEL; FIELD MAP ESTIMATIONS; L1 REGULARIZATIONS; PARALLEL IMAGING; SINGLE ECHO ACQUISITIONS; SPATIAL RESOLUTION;

IMAGE PROCESSING;

FAT; WATER;

ANKLE; ARTICLE; BODY FLUID COMPARTMENT; BODY WATER; BRACHIAL PLEXUS; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; KNEE; LIVER; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; PROTON NUCLEAR MAGNETIC RESONANCE; ROUND LIGAMENT OF LIVER;

EID: 84872973129     PISSN: 07403194     EISSN: 15222594     Source Type: Journal    
DOI: 10.1002/mrm.24270     Document Type: Article

References (39)

1. Kellman P, Hernando D, Shah S, Zuehlsdorff S, Jerecic R, Mancini C, Liang ZP, Arai AE,. Multiecho Dixon fat and water separation method for detecting fibrofatty infiltration in the myocardium. Magn Reson Med 2009; 61: 215-221.
2. Alabousi A, Al-Attar S, Joy TR, Hegele RA, McKenzie CA,. Evaluation of adipose tissue volume quantification with IDEAL fat-water separation. J Magn Reson Imaging 2011; 34: 474-479.
3. McMahon CJ, Madhuranthakam AJ, Wu JS, Yablon CM, Wei JL, Rofsky NM, Hochman MG,. High-resolution proton density weighted three-dimensional fast spin echo (3D-FSE) of the knee with IDEAL at 1.5 tesla: comparison with 3D-FSE and 2D-FSE-initial experience. J Magn Reson Imaging 2012; 35: 361-369.
4. 2-weighted spine magnetic resonance imaging. J Magn Reson Imaging 2011; 33: 390-400.
5. 1H NMR chemical shift selective (CHESS) imaging. Phys Med Biol 1985; 30: 341-344. (Pubitemid 15110036)
6. Bley TA, Wieben O, Francois CJ, Brittain JH, Reeder SB,. Fat and water magnetic resonance imaging. J Magn Reson Imaging 2010; 31: 4-18.
7. Dixon WT,. Simple proton spectroscopic imaging. Radiology 1984; 153: 189-194. (Pubitemid 14043406)
8. 0 inhomogeneity correction. Magn Reson Med 1991; 18: 371-383.
9. Xiang QS, An L,. Water-fat imaging with direct phase encoding. J Magn Reson Imaging 1997; 7: 1002-1015. (Pubitemid 28372875)
10. Reeder SB, Pineda AR, Wen Z, Shimakawa A, Yu H, Brittain JH, Gold GE, Beaulieu CH, Pelc NJ,. Iterative decomposition of water and fat with echo asymmetry and least-squares estimation (IDEAL): application with fast spin-echo imaging. Magn Reson Med 2005; 54: 636-644. (Pubitemid 41233758)
11. Ma J,. Breath-hold water and fat imaging using a dual-echo two-point Dixon technique with an efficient and robust phase-correction algorithm. Magn Reson Med 2004; 52: 415-419. (Pubitemid 39025289)
12. Yu H, Reeder SB, Shimakawa A, Brittain JH, Pelc NJ,. Field map estimation with a region growing scheme for iterative 3-point water-fat decomposition. Magn Reson Med 2005; 54: 1032-1039. (Pubitemid 41457077)
13. Lu W, Hargreaves BA,. Multiresolution field map estimation using golden section search for water-fat separation. Magn Reson Med 2008; 60: 236-244. (Pubitemid 351956630)
14. Jacob M, Sutton BP,. Algebraic decomposition of fat and water in MRI. IEEE Trans Med Imaging 2009; 28: 173-184.
15. Tsao J, Jiang Y,. Hierarchical IDEAL: Robust Water-Fat Separation at High Field by Multiresolution Field Map Estimation. In Proceedings of the 16th Annual Meeting of ISMRM, Toronto, ON, Canada, 2008. p. 653
16. Hernando D, Kellman P, Haldar JP, Liang ZP,. Robust water/fat separation in the presence of large field inhomogeneities using a graph cut algorithm. Magn Reson Med 2010; 63: 79-90.
17. Berglund J, Johansson L, Ahlstrom H, Kullberg J,. Three-point Dixon method enables whole-body water and fat imaging of obese subjects. Magn Reson Med 2010; 63: 1659-1668.
18. Eggers H, Brendel B, Duijndam A, Herigault G,. Dual-echo Dixon imaging with flexible choice of echo times. Magn Reson Med 2011; 65: 96-107.
19. 1 independent, T 2 * corrected chemical shift based fat-water separation with multi-peak fat spectral modeling is an accurate and precise measure of hepatic steatosis. J Magn Reson Imaging 2011; 33: 873-881.
20. Yu H, McKenzie CA, Shimakawa A, Vu AT, Brau ACS, Beatty PJ, Pineda AR, Brittain JH, Reeder SB,. Multiecho reconstruction for simultaneous water-fat decomposition and T 2 * estimation. J Magn Reson Imaging 2007; 26: 1153-1161. (Pubitemid 47548182)
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. Reeder SB, Hargreaves BA, Yu H, Brittain JH,. Homodyne reconstruction and IDEAL water-fat decomposition. Magn Reson Med 2005; 54: 586-593. (Pubitemid 41233753)
24. Brodsky EK, Holmes JH, Yu H, Reeder SB,. Generalized k-space decomposition with chemical shift correction for non-Cartesian water-fat imaging. Magn Reson Med 2008; 59: 1151-1164. (Pubitemid 351590529)
25. Bornert P, Koken P, Eggers H,. Spiral water-fat imaging with integrated off-resonance correction on a clinical scanner. J Magn Reson Imaging 2010; 32: 1262-1267.
26. Doneva M, Bornert P, Eggers H, Mertins A, Pauly J, Lustig M,. Compressed sensing for chemical shift-based water-fat separation. Magn Reson Med 2010; 64: 1749-1759.
27. Sharma SD, Hu HH, Nayak KS,. Accelerated water-fat imaging using restricted subspace field map estimation and compressed sensing. Magn Reson Med 2012; 67: 650-659.
28. 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)
29. Yu H, Shimakawa A, McKenzie CA, Brodsky E, Brittain JH, Reeder SB,. Multiecho water-fat separation and simultaneous R 2 * estimation with multifrequency fat spectrum modeling. Magn Reson Med 2008; 60: 1122-1134.
30. Candes EJ, Romberg J,. Sparsity and incoherence in compressive sampling. Inverse Problems 2006; 23: 969-985. (Pubitemid 46838836)
31. Lustig M, Pauly JM,. SPIRiT: iterative self-consistent parallel imaging reconstruction from arbitrary k-space. Magn Reson Med 2010; 64: 457-471.
32. Cook RL,. Stochastic sampling in computer graphics. ACM Trans Graph 1986; 5: 51-72.
33. Lai P, Lustig M, Vasanawala SS, Brau AC,. ESPIRiT (Efficient Eigenvector-Based L1SPIRiT) for Compressed Sensing Parallel Imaging-Theoretical Interpretation and Improved Robustness for Overlapped FOV Prescription. In Proceedings of the 19th Annual Meeting of ISMRM, Montreal, QC, Canada, 2011. p. 65.
34. Lustig M, Lai P, Murphy M, Vasanawala SM, Elad M, Zhang J, Pauly J,. An Eigen-Vector Approach to Autocalibrating Parallel MRI, Where SENSE Meets GRAPPA. In Proceedings of the 19th Annual Meeting of ISMRM, Montreal, QC, Canada, 2011. p. 479.
35. Skare S, Andersson JLR,. Correction of MR image distortions induced by metallic objects using a 3D cubic B-spline basis set: application to stereotactic surgical planning. Magn Reson Med 2005; 54: 169-181. (Pubitemid 40898410)
36. Beatty PJ, Brau AC, Chang S, Joshi SM, Michelich CR, Bayram E, Nelson TE, Herfkens RJ, Brittain JH,. A method for autocalibrating 2-D accelerated volumetric parallel imaging with clinically practical reconstruction times. In Proceedings of the 15th Annual Meeting of ISMRM, Berlin, Germany, 2007. p. 1749.
37. Walsh DO, Gmitro AF, Marcellin MW,. Adaptive reconstruction of phased array MR imagery. Magn Reson Med 2000; 43: 682-690. (Pubitemid 30244267)
38. Reeder SB, Wen Z, Yu H, Pineda AR, Gold GE, Markl M, Pelc NJ,. Multicoil Dixon chemical species separation with an iterative least-squares estimation method. Magn Reson Med 2004; 51: 35-45. (Pubitemid 38095700)
39. Bydder M, Yokoo T, Hamilton G, Middleton MS, Chavez AD, Schwimmer JB, Lavine JE, Sirlin CB,. Relaxation effects in the quantification of fat using gradient echo imaging. Magn Reson Imaging 2008; 26: 347-359.