Combination of complex-based and magnitude-based multiecho water-fat separation for accurate quantification of fat-fraction

Magnetic Resonance in Medicine

Volumn 66, Issue 1, 2011, Pages 199-206

  Yu, Huanzhou ^a,g   Shimakawa, Ann ^a   Hines, Catherine D G ^b,c   McKenzie, Charles A ^d   Hamilton, Gavin ^e   Sirlin, Claude B ^e   Brittain, Jean H ^a   Reeder, Scott B ^b,c,f  

^a GE HEALTHCARE   (United States)

^b UNIVERSITY OF WISCONSIN MADISON   (United States)

^c Wisconsin Electric Machines and Power Electronics Consortium   (United States)

^d UNIVERSITY OF WESTERN ONTARIO   (Canada)

^e UNIVERSITY OF CALIFORNIA   (United States)

^f UNIVERSITY OF WISCONSIN SCHOOL OF MEDICINE AND PUBLIC HEALTH   (United States)

^g NONE   (United States)

Author keywords

eddy currents; fat quantification; hepatic steatosis; IDEAL; magnitude based water fat separation; water fat ambiguity; water fat separation

Indexed keywords

EDDY CURRENTS; ERRORS; SEPARATION; SOURCE SEPARATION;

ACCURATE QUANTIFICATIONS; COMPLEX SOURCES; HEPATIC STEATOSIS; HYBRID METHOD; IDEAL; RECONSTRUCTION ALGORITHMS; SEPARATION METHODS; SEPARATION TECHNIQUES;

IMAGE PROCESSING;

FAT; WATER;

ANALYTICAL ERROR; ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; ECHOGRAPHY; FATTY LIVER; HUMAN; INTERMETHOD COMPARISON; MAJOR CLINICAL STUDY; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; QUANTITATIVE ANALYSIS; SEPARATION TECHNIQUE; T2 ITERATIVE DECOMPOSITION OF WATER AND FAT WITH ECHO ASYMMETRIC AND LEAST SQUARES ESTIMATION;

EID: 79959539203     PISSN: 07403194     EISSN: 15222594     Source Type: Journal    
DOI: 10.1002/mrm.22840     Document Type: Article

References (34)

1. Ma J,. Dixon techniques for water and fat imaging. J Magn Reson Imaging 2008; 28: 543-558.
2. Bley TA, Wieben O, Francois CJ, Brittain JH, Reeder SB,. Fat and water magnetic resonance imaging. J Magn Reson Imaging 2010; 31: 4-18.
3. Hussain HK, Chenevert TL, Londy FJ, Gulani V, Swanson SD, McKenna BJ, Appelman HD, Adusumilli S, Greenson JK, Conjeevaram HS,. Hepatic fat fraction: MR imaging for quantitative measurement and display-early experience. Radiology 2005; 237: 1048-1055. (Pubitemid 41636400)
4. Kim H, Taksali SE, Dufour S, Befroy D, Goodman TR, Petersen KF, Shulman GI, Caprio S, Constable RT,. Comparative MR study of hepatic fat quantification using single-voxel proton spectroscopy, two-point dixon and three-point IDEAL. Magn Reson Med 2008; 59: 521-527. (Pubitemid 351348223)
5. Reeder SB, Robson PM, Yu H, Shimakawa A, Hines CD, McKenzie CA, Brittain JH,. Quantification of hepatic steatosis with MRI: the effects of accurate fat spectral modeling. J Magn Reson Imaging 2009; 29: 1332-1339.
6. Maas M, Hollak CE, Akkerman EM, Aerts JM, Stoker J, Den Heeten GJ,. Quantification of skeletal involvement in adults with type I Gaucher's disease: fat fraction measured by Dixon quantitative chemical shift imaging as a valid parameter. AJR Am J Roentgenol 2002; 179: 961-965.
7. Xiang QS, An L,. Water-fat imaging with direct phase encoding. J Magn Reson Imaging 1997; 7: 1002-1015. (Pubitemid 28372875)
8. 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)
9. 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)
10. 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)
11. 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.
12. Ford JC, Wehrli FW,. In vivo quantitative characterization of trabecular bone by NMR interferometry and localized proton spectroscopy. Magn Reson Med 1991; 17: 543-551.
13. 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.
14. Dixon WT,. Simple proton spectroscopic imaging. Radiology 1984; 153: 189-194. (Pubitemid 14043406)
15. Chang JS, Taouli B, Salibi N, Hecht EM, Chin DG, Lee VS,. Opposed-phase MRI for fat quantification in fat-water phantoms with 1H MR spectroscopy to resolve ambiguity of fat or water dominance. AJR Am J Roentgenol 2006; 187: W103-W106.
16. Hollingsworth KG, Abubacker MZ, Joubert I, Allison ME, Lomas DJ,. Low-carbohydrate diet induced reduction of hepatic lipid content observed with a rapid non-invasive MRI technique. Br J Radiol 2006; 79: 712-715. (Pubitemid 44349511)
17. O'Regan DP, Callaghan MF, Wylezinska-Arridge M, Fitzpatrick J, Naoumova RP, Hajnal JV, Schmitz SA,. Liver fat content and T 2*: simultaneous measurement by using breath-hold multiecho MR imaging at 3.0 T-feasibility. Radiology 2008; 247: 550-557.
18. Yu H, McKenzie CA, Shimakawa A, Vu AT, Brau AC, 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)
19. 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)
20. 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.
21. Liu CY, McKenzie CA, Yu H, Brittain JH, Reeder SB,. Fat quantification with IDEAL gradient echo imaging: correction of bias from T(1) and noise. Magn Reson Med 2007; 58: 354-364. (Pubitemid 47267653)
22. Szczepaniak LS, Nurenberg P, Leonard D, Browning JD, Reingold JS, Grundy S, Hobbs HH, Dobbins RL,. Magnetic resonance spectroscopy to measure hepatic triglyceride content: prevalence of hepatic steatosis in the general population. Am J Physiol Endocrinol Metab 2005; 288: E462-E468. (Pubitemid 40110657)
23. Positano V, Salani B, Pepe A, Santarelli MF, De Marchi D, Ramazzotti A, Favilli B, Cracolici E, Midiri M, Cianciulli P, Lombardi M, Landini L,. Improved T 2 * assessment in liver iron overload by magnetic resonance imaging. Magn Reson Imaging 2009; 27: 188-197.
24. Nash S, Sofer A,. Linear and nonlinear programming. New York: The McGraw-Hill Companies, Inc.; 1996.
25. Bernstein MA, King KF, Zhou XJ,. Handbook of MRI pulse sequences. Boston: Elsevier; 2004.
26. Hamilton G, Middleton MS, Bydder M, Yokoo T, Schwimmer JB, Kono Y, Patton HM, Lavine JE, Sirlin CB,. Effect of PRESS and STEAM sequences on magnetic resonance spectroscopic liver fat quantification. J Magn Reson Imaging 2009; 30: 145-152.
27. Vanhamme L, van den Boogaart A, Van Huffel S,. Improved method for accurate and efficient quantification of MRS data with use of prior knowledge. J Magn Reson 1997; 129: 35-43. (Pubitemid 127454051)
28. Naressi A, Couturier C, Devos JM, Janssen M, Mangeat C, de Beer R, Graveron-Demilly D,. Java-based graphical user interface for the MRUI quantitation package. MAGMA 2001; 12: 141-152. (Pubitemid 32510133)
29. 1 independent, T 2 * corrected MRI with spectral modeling of fat: a blinded comparison with MR spectroscopy. Radiology 2011 [Epub ahead of print].
30. Meisamy S, Hines C, Hamilton G, Vigen K, Brittain J, McKenzie C, Yu H, Nagle S, Zeng Y, Sirlin C, Reeder S,. Validation of chemical shift based fat-fraction imaging with MR spectroscopy. In: Proceedings 17th Scientific Meeting, International Society for Magnetic Resonance in Medicine, HI, USA; 2009. p 207.
31. Borra R, Nuutila P, Parkkola R, Komu M, Lautamäki R, Salo S, Dean K,. Rapid evaluation of liver fat content using in-out-phase imaging in nonalcoholic fatty liver disease. In: Proceedings 16th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Honolulu, HI, USA; 2008. p 3711.
32. Irwan R, Edens M, Sijens P,. Overestimation of liver fat content in fast Dixon-based MRI method compared with multi-voxel MR spectroscopy quantification. In: Proceedings 16th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Toronto, Canada; 2008. p 3710.
33. Lu W, Yu H, Shimakawa A, Alley M, Reeder SB, Hargreaves BA,. Water-fat separation with bipolar multiecho sequences. Magn Reson Med 2008; 60: 198-209. (Pubitemid 351956624)
34. Eggers H, Koken P, Boernert P,. Phase and amplitude correction in bipolar multi-gradient-echo water-fat imaging. In: Proceedings 16th Scientific Meeting, International Society for Magnetic Resonance in Medicine, Toronto, Canada; 2008. p 1364.