K-space reconstruction of magnetic resonance inverse imaging (K-InI) of human visuomotor systems

NeuroImage

Volumn 49, Issue 4, 2010, Pages 3086-3098

  Lin, Fa Hsuan ^a,b   Witzel, Thomas ^c   Chang, Wei Tang ^a   Wen Kai Tsai, Kevin ^a   Wang, Yen Hsiang ^a   Kuo, Wen Jui ^d   Belliveau, John W ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b MASSACHUSETTS GENERAL HOSPITAL   (United States)

^c HARVARD MIT DIVISION OF HEALTH SCIENCES AND TECHNOLOGY   (United States)

^d NATIONAL YANG MING UNIVERSITY   (Taiwan)

Author keywords

Auto calibration; EEG; Electroencephalography; Event related; fMRI; InI; Inverse solution; K InI; Latency; Magnetoencephalography; MEG; MRI; Neuroimaging; Rapid imaging; Timing; Visual

Indexed keywords

ARTICLE; BRAIN FUNCTION; CONTRAST ENHANCEMENT; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMODYNAMICS; HUMAN; HUMAN EXPERIMENT; IMAGE DISPLAY; IMAGE RECONSTRUCTION; IN VIVO STUDY; MOTOR PERFORMANCE; NEUROIMAGING; NORMAL HUMAN; PRIORITY JOURNAL; SENSORIMOTOR FUNCTION; THREE DIMENSIONAL IMAGING; VISUAL SYSTEM FUNCTION;

ALGORITHMS; EVOKED POTENTIALS, MOTOR; EVOKED POTENTIALS, VISUAL; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MOVEMENT; VISUAL CORTEX; VISUAL PERCEPTION;

EID: 73749084486     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2009.11.016     Document Type: Article

References (44)

1. Brainard D.H. The Psychophysics Toolbox. Spat. Vis. 10 (1997) 433-436
2. Breuer F.A., Kellman P., Griswold M.A., and Jakob P.M. Dynamic autocalibrated parallel imaging using temporal GRAPPA (TGRAPPA). Magn. Reson. Med. 53 (2005) 981-985
3. Buehrer M., Pruessmann K.P., Boesiger P., and Kozerke S. Array compression for MRI with large coil arrays. Magn. Reson. Med. 57 (2007) 1131-1139
4. Dale A.M. Optimal experimental design for event-related fMRI. Hum. Brain Mapp. 8 (1999) 109-114
5. Dale A.M., Fischl B., and Sereno M.I. Cortical surface-based analysis: I. Segmentation and surface reconstruction. NeuroImage 9 (1999) 179-194
6. Dale A.M., Liu A.K., Fischl B.R., Buckner R.L., Belliveau J.W., Lewine J.D., and Halgren E. Dynamic statistical parametric mapping: combining fMRI and MEG for high-resolution imaging of cortical activity. Neuron 26 (2000) 55-67
7. de Zwart J.A., van Gelderen P., Kellman P., and Duyn J.H. Reduction of gradient acoustic noise in MRI using SENSE-EPI. NeuroImage 16 (2002) 1151-1155
8. Fischl B., Sereno M.I., and Dale A.M. Cortical surface-based analysis: II. Inflation, flattening, and a surface-based coordinate system. NeuroImage 9 (1999) 195-207
9. Fischl B., Liu A., and Dale A.M. Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex. IEEE Trans. Med. Imaging 20 (2001) 70-80
10. Glover G.H. Deconvolution of impulse response in event-related BOLD fMRI. NeuroImage 9 (1999) 416-429
11. Golub G.H., Heath M.T., and Wahba G. Generalized cross-validation as a method of choosing a good ridge parameter. Technometrics 21 (1979) 215-223
12. Griswold M.A., Jakob P.M., Nittka M., Goldfarb J.W., and Haase A. Partially parallel imaging with localized sensitivities (PILS). Magn. Reson. Med. 44 (2000) 602-609
13. Griswold M.A., Jakob P.M., Heidemann R.M., Nittka M., Jellus V., Wang J., Kiefer B., and Haase A. Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn. Reson. Med. 47 (2002) 1202-1210
14. Hansen P.C. Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion (1998), SIAM, Philadelphia
15. Hennig J., Zhong K., and Speck O. MR-Encephalography: fast multi-channel monitoring of brain physiology with magnetic resonance. NeuroImage 34 (2007) 212-219
16. Huang F., Akao J., Vijayakumar S., Duensing G.R., and Limkeman M. k-t GRAPPA: a k-space implementation for dynamic MRI with high reduction factor. Magn. Reson. Med. 54 (2005) 1172-1184
17. Huettel S.A., and McCarthy G. Regional differences in the refractory period of the hemodynamic response: an event-related fMRI study. NeuroImage 14 (2001) 967-976
18. Hyde J.S., Jesmanowicz A., Froncisz W., Kneeland B., Grist T.M., and Campagna N.F. Parallel image acquisition from noninteracting local coils. J. Magn. Reson. 70 (1986) 512-517
19. Jakob P.M., Griswold M.A., Edelman R.R., and Sodickson D.K. AUTO-SMASH: a self-calibrating technique for SMASH imaging. SiMultaneous Acquisition of Spatial Harmonics. Magma 7 (1998) 42-54
20. Kwong K.K., Belliveau J.W., Chesler D.A., Goldberg I.E., Weisskoff R.M., Poncelet B.P., Kennedy D.N., Hoppel B.E., Cohen M.S., Turner R., Cheng H., Brady T.J., and Rosen B.R. Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc. Natl. Acad. Sci. U. S. A. 89 (1992) 5675-5679
21. Kyriakos W.E., Panych L.P., Kacher D.F., Westin C.F., Bao S.M., Mulkern R.V., and Jolesz F.A. Sensitivity profiles from an array of coils for encoding and reconstruction in parallel (SPACE RIP). Magn. Reson. Med. 44 (2000) 301-308
22. Lin F.H., Wald L.L., Ahlfors S.P., Hamalainen M.S., Kwong K.K., and Belliveau J.W. Dynamic magnetic resonance inverse imaging of human brain function. Magn. Reson. Med. 56 (2006) 787-802
23. Lin F.-H., Tsai S.-Y., Lin Y.-R., Otazo R., Wiggins G., Wald L.L., Belliveau J.W., and Posse S. Single-shot proton MR spectroscopic inverse imaging. Proc. Intl. Soc. Mag. Reson. Med. (2008) 595 Toronto, Canada
24. Lin F.H., Witzel T., Mandeville J.B., Polimeni J.R., Zeffiro T.A., Greve D.N., Wiggins G., Wald L.L., and Belliveau J.W. Event-related single-shot volumetric functional magnetic resonance inverse imaging of visual processing. NeuroImage 42 (2008) 230-247
25. Lin F.H., Witzel T., Zeffiro T.A., and Belliveau J.W. Linear constraint minimum variance beamformer functional magnetic resonance inverse imaging. NeuroImage 43 (2008) 297-311
26. Liu A.K., Belliveau J.W., and Dale A.M. Spatiotemporal imaging of human brain activity using functional MRI constrained magnetoencephalography data: Monte Carlo simulations. Proc. Natl. Acad. Sci. U. S. A. 95 (1998) 8945-8950
27. Liu A.K., Dale A.M., and Belliveau J.W. Monte Carlo simulation studies of EEG and MEG localization accuracy. Hum. Brain Mapp. 16 (2002) 47-62
28. Logothetis N.K., Pauls J., Augath M., Trinath T., and Oeltermann A. Neurophysiological investigation of the basis of the fMRI signal. Nature 412 (2001) 150-157
29. 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
30. 1 SPIR-iT: Autocalibrating Parallel Imaging Compressed Sensing. ISMRM Workshop on Data Sampling and Image Reconstruction, Sedona AZ, USA, 334 pp.
31. Mansfield P. Multi-planar image formation using NMR spin echos. J. Physics C10 (1977) L55-L58
32. Menon R.S., Luknowsky D.C., and Gati J.S. Mental chronometry using latency-resolved functional MRI. Proc. Natl. Acad. Sci. U. S. A. 95 (1998) 10902-10907
33. Miezin F.M., Maccotta L., Ollinger J.M., Petersen S.E., and Buckner R.L. Characterizing the hemodynamic response: effects of presentation rate, sampling procedure, and the possibility of ordering brain activity based on relative timing. NeuroImage 11 (2000) 735-759
34. Ohliger M.A., Grant A.K., and Sodickson D.K. Ultimate intrinsic signal-to-noise ratio for parallel MRI: electromagnetic field considerations. Magn. Reson. Med. 50 (2003) 1018-1030
35. Pelli D.G. The VideoToolbox software for visual psychophysics: transforming numbers into movies. Spat. Vis. 10 (1997) 437-442
36. Preibisch C., Pilatus U., Bunke J., Hoogenraad F., Zanella F., and Lanfermann H. Functional MRI using sensitivity-encoded echo planar imaging (SENSE-EPI). NeuroImage 19 (2003) 412-421
37. Pruessmann K.P., Weiger M., Scheidegger M.B., and Boesiger P. SENSE: sensitivity encoding for fast MRI. Magn. Reson. Med. 42 (1999) 952-962
38. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., and Shulman G.L. A default mode of brain function. Proc. Natl. Acad. Sci. U. S. A. 98 (2001) 676-682
39. Roemer P.B., Edelstein W.A., Hayes C.E., Souza S.P., and Mueller O.M. The NMR phased array. Magn. Reson. Med. 16 (1990) 192-225
40. Schmidt C.F., Degonda N., Luechinger R., Henke K., and Boesiger P. Sensitivity-encoded (SENSE) echo planar fMRI at 3T in the medial temporal lobe. NeuroImage 25 (2005) 625-641
41. Sodickson D.K. Tailored SMASH image reconstructions for robust in vivo parallel MR imaging. Magn. Reson. Med. 44 (2000) 243-251
42. Sodickson D.K., and Manning W.J. Simultaneous acquisition of spatial harmonics (SMASH): fast imaging with radiofrequency coil arrays. Magn. Reson. Med. 38 (1997) 591-603
43. Wiesinger F., Boesiger P., and Pruessmann K.P. Electrodynamics and ultimate SNR in parallel MR imaging. Magn. Reson. Med. 52 (2004) 376-390
44. Wiggins G.C., Potthast A., Triantafyllou C., Lin F.-H., Benner T., Wiggins C.J., and Wald L.L. A 96-channel MRI system with 23- and 90-channel phase array head coils at 1.5 Tesla. International Society for Magnetic Resonance in Medicine Thirteenth Scientific Meeting and Exhibition. International Society for Magnetic Resonance in Medicine (2005) 671 Miami, Florida, USA