Quantitative single point imaging with compressed sensing

Journal of Magnetic Resonance

Volumn 201, Issue 1, 2009, Pages 72-80

  Parasoglou, P ^a   Malioutov, D ^b   Sederman, A J ^a   Rasburn, J ^c   Powell, H ^c   Gladden, L F ^a   Blake, A ^b   Johns, M L ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b MICROSOFT RESEARCH   (United Kingdom)

^c NESTLÉ RESEARCH CENTER   (Switzerland)

Author keywords

Compressed sensing; k space; SPI; Under sampling

Indexed keywords

COMPRESSED SENSING; IMAGE CODING; INTERCHANGES; MOISTURE;

EFFECTIVE REMOVALS; IMAGE QUANTIFICATION; K SPACE; MOISTURE CONTENT DISTRIBUTION; RECONSTRUCTED IMAGE; SAMPLING TRAJECTORIES; SINGLE POINT IMAGING; UNDER-SAMPLING;

IMAGE ACQUISITION;

EID: 70349736399     PISSN: 10907807     EISSN: 10960856     Source Type: Journal    
DOI: 10.1016/j.jmr.2009.08.003     Document Type: Article

References (31)

1. Emid S. Ultra high-resolution multiple quantum spectroscopy in solids. Physica B, C 128 (1985) 79-80
2. Emid S., and Creyghton J.H.N. High-resolution imaging in solids. Physica B, C 128 (1985) 81-83
3. Beyea S.D., Balcom B.J., Mastikhin I.V., Bremner T.W., Armstrong R.L., and Grattan-Bellew P.E. Imaging of heterogeneous materials with a turbo spin echo single-point imaging technique. J. Magn. Reson. 144 (2000) 255-265
4. Mastikhin I.V., Mullally H., MacMillan B., and Balcom B.J. Water content profiles with a 1D centric SPRITE acquisition. J. Magn. Reson. 156 (2002) 122-130
5. Gravina S., and Cory D.G. Sensitivity and resolution of constant-time imaging. J. Magn. Reson. Ser. B 104 (1994) 53-61
6. Balcom B.J., MacGregor R.P., Beyea S.D., Green D.P., Armstrong R.L., and Bremner T.W. Single-point ramped imaging with T-1 enhancement (SPRITE). J. Magn. Reson. Ser. A 123 (1996) 131-134
7. Halse M., Goodyear D.J., MacMillan B., Szomolanyi P., Matheson D., and Balcom B.J. Centric scan SPRITE magnetic resonance imaging. J. Magn. Reson. 165 (2003) 219-229
8. Khrapitchev A.A., Newling B., and Balcom B.J. Centric-scan SPRITE magnetic resonance imaging with prepared magnetisation. J. Magn. Reson. 181 (2006) 271-279
9. Parasoglou P., Sederman A.J., Rasburn J., Powell H., and Johns M.L. Optimal k-space sampling for single point imaging of transient systems. J. Magn. Reson. 194 (2008) 99-107
10. Donoho D.L. Compressed sensing. IEEE Trans. Inf. Theory 52 (2006) 1289-1306
11. Lustig M., Donoho D., and Pauly J.M. Sparse MRI: the application of compressed sensing for rapid MR imaging. Magn. Reson. Med. 58 (2007) 1182-1195
12. Lustig M., Donoho D.L., Santos J.M., and Pauly J.M. Compressed sensing MRI. IEEE Signal Proc. Mag. 25 (2008) 72-82
13. Taubman D.S., and Marcellin M.W. JPEG2000: standard for interactive imaging. Proc. IEEE 90 (2002) 1336-1357
14. Candes E.J., Romberg J., and Tao T. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Inf. Theory 52 (2006) 489-509
15. Khrapitchev A.A., Newling B., and Balcom B.J. Sectoral sampling in centric-scan SPRITE magnetic resonance imaging. J. Magn. Reson. 178 (2006) 288-296
16. Mastikhin I.V., Balcom B.J., Prado P.J., and Kennedy C.B. SPRITE MRI with prepared magnetization and centric k-space sampling. J. Magn. Reson. 136 (1999) 159-168
17. Chen Q., Halse M., and Balcom B.J. Centric scan SPRITE for spin density imaging of short relaxation time porous materials. Magn. Reson. Imaging 23 (2005) 263-266
18. Y. Weiss, H.S. Chang, W.T. Freeman, Learning compressed sensing, in: 45th Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA, 2007.
19. Aharon M., Elad M., and Bruckstein A. K-SVD: Design of Dictionaries for Sparse Representations (2005), SPARS, Rennes, France
20. Halse M., Rioux J., Romanzetti S., Kaffanke J., MacMillan B., Mastikhin I., Shah N.J., Aubanel E., and Balcom B.J. Centric scan SPRITE magnetic resonance imaging: optimization of SNR, resolution, and relaxation time mapping. J. Magn. Reson. 169 (2004) 102-117
21. Kaffanke J., Dierkes T., Romanzetti S., Halse M., Rioux J., Leach M.O., Balcom B., and Shah N.J. Application of the chirp z-transform to MRI data. J. Magn. Reson. 178 (2006) 121-128
22. Rioux A.J., Halse A.M., Aubanel A.E., Balcom A.B.J., Kaffanke A.J., Romanzetti A.S., Dierkes A.T., and Shah A.N.J. An Accurate Nonuniform Fourier Transform for SPRITE Magnetic Resonance Imaging Data vol. 33 (2007), ACM Press
23. Figueiredo M.A.T., Nowak R.D., and Wright S.J. Gradient projection for sparse reconstruction: application to compressed sensing and other inverse problems. IEEE J. Selected Top. Signal Proc. 1 (2007) 586-597
24. Derbyshire W., van den Bosch M., van Dusschoten D., MacNaughtan W., Farhat I.A., Hemminga M.A., and Mitchell J.R. Fitting of the beat pattern observed in NMR free-induction decay signals of concentrated carbohydrate-water solutions. J. Magn. Reson. 168 (2004) 278-283
25. van den Dries I.J., van Dusschoten D., Hemminga M.A., and van der Linden E. Effects of water content and molecular weight on spin probe and water mobility in malto-oligomer glasses. J. Phys. Chem. B 104 (2000) 10126-10132
26. van den Dries I.J., van Dusschoten D., and Hemminga M.A. Mobility in maltose-water glasses studied with H-1 NMR. J. Phys. Chem. B 102 (1998) 10483-10489
27. Hills B.P., and Pardoe K. Proton and deuterium NMR studies of the glass transition in a 10% water-maltose solution. J. Mol. Liquids 63 (1995) 229-237
28. Kumagai H., MacNaughtan W., Farhat I.A., and Mitchell J.R. The influence of carrageenan on molecular mobility in low moisture amorphous sugars. Carbohydr. Polym. 48 (2002) 341-349
29. Pake G.E., and Purcell E.M. Line shapes in nuclear paramagnetism. Phys. Rev. 74 (1948) 1184
30. Lowe I.J., and Norberg R.E. Free-induction decays in solids. Phys. Rev. 107 (1957) 46
31. Deka K., MacMillan B., Ziegler G.R., Marangoni A.G., Newling B., and Balcom B.J. Spatial mapping of solid and liquid lipid in confectionery products using a ID centric SPRITE MRI technique. Food Res. Int. 39 (2006) 365-371