Multi-projection magnetic resonance inverse imaging of the human visuomotor system

NeuroImage

Volumn 61, Issue 1, 2012, Pages 304-313

  Wen Kai Tsai, Kevin ^a   Nummenmaa, Aapo ^b,c   Witzel, Thomas ^c   Chang, Wei Tang ^c   Kuo, Wen Jui ^d   Lin, Fa Hsuan ^a,c  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b AALTO UNIVERSITY   (Finland)

^c MASSACHUSETTS GENERAL HOSPITAL   (United States)

^d NATIONAL YANG MING UNIVERSITY   (Taiwan)

Author keywords

Event related; FMRI; InI; Inverse problem; Motor; MRI; Projection; Visual

Indexed keywords

ARTICLE; EVENT RELATED POTENTIAL; HUMAN; IMAGE DISPLAY; IMAGE PROCESSING; IMAGE QUALITY; IMAGE RECONSTRUCTION; IN VIVO STUDY; NUCLEAR MAGNETIC RESONANCE IMAGING; POINT SPREAD FUNCTION; PRIORITY JOURNAL; RADIOLOGICAL PARAMETERS; REACTION TIME; SENSORIMOTOR FUNCTION; SENSORY SYSTEM; SIMULATION; TASK PERFORMANCE; VISUAL CORTEX; VISUOMOTOR COORDINATION;

ALGORITHMS; AREA UNDER CURVE; CEREBROVASCULAR CIRCULATION; COMPUTER SIMULATION; EFFERENT PATHWAYS; HEMODYNAMICS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MOVEMENT; RADIO WAVES; ROC CURVE; SIGNAL-TO-NOISE RATIO; SOFTWARE; VISUAL PATHWAYS;

EID: 84859173687     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2012.01.115     Document Type: Article

References (46)

1. Belliveau J.W., Kennedy D.N., McKinstry R.C., Buchbinder B.R., Weisskoff R.M., Cohen M.S., Vevea J.M., Brady T.J., Rosen B.R. Functional mapping of the human visual cortex by magnetic resonance imaging. Science 1991, 254:716-719.
2. Brainard D.H. The psychophysics toolbox. Spat. Vis. 1997, 10:433-436.
3. Burock M., Dale A. Estimation and detection of event-related fMRI signals with temporally correlated noise: a statistically efficient and unbiased approach. Hum. Brain Mapp. 2000, 11:249-260.
4. Buxton R.B. Introduction to Functional Magnetic Resonance Imaging: Principles and Techniques 2002, Cambridge University Press, Cambridge, UK; New York.
5. Buxton R.B. Introduction to functional magnetic resonance imaging: principles and techniques 2009, Cambridge University Press, Cambridge, New York. 2nd ed.
6. Creelman C.D. Signal detection theory and ROC analysis in psychology and diagnostics: collected papers. Contemp. Psychol. 1998, 43:840-841.
7. Dale A.M., Fischl B., Sereno M.I. Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage 1999, 9:179-194.
8. Dale A.M., Liu A.K., Fischl B.R., Buckner R.L., Belliveau J.W., Lewine J.D., Halgren E. Dynamic statistical parametric mapping: combining fMRI and MEG for high-resolution imaging of cortical activity. Neuron 2000, 26:55-67.
9. Deshpande G., Sathian K., Hu X. Effect of hemodynamic variability on Granger causality analysis of fMRI. Neuroimage 2010, 52:884-896.
10. Engel S.A., Glover G.H., Wandell B.A. Retinotopic organization in human visual cortex and the spatial precision of functional MRI. Cereb. Cortex 1997, 7:181-192.
11. Fischl B., Sereno M., Tootell R., Dale A. High-resolution inter-subject averaging and a coordinate system for the cortical surface. Hum. Brain Mapp. 1999, 8:272-284.
12. Fischl B., Sereno M.I., Dale A.M. Cortical surface-based analysis. II: inflation, flattening, and a surface-based coordinate system. Neuroimage 1999, 9:195-207.
13. Fischl B., Liu A., Dale A.M. Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex. IEEE Trans. Med. Imaging 2001, 20:70-80.
14. Glover G.H. Deconvolution of impulse response in event-related BOLD fMRI. Neuroimage 1999, 9:416-429.
15. Grotz T., Zahneisen B., Ella A., Zaitsev M., Hennig J. Fast functional brain imaging using constrained reconstruction based on regularization using arbitrary projections. Magn. Reson. Med. 2009, 62:394-405.
16. Hennig J., Zhong K., Speck O. MR-encephalography: fast multi-channel monitoring of brain physiology with magnetic resonance. Neuroimage 2007, 34:212-219.
17. Kayser A.S., Sun F.T., D'Esposito M. A comparison of Granger causality and coherency in fMRI-based analysis of the motor system. Hum. Brain Mapp. 2009, 30:3475-3494.
18. Kruger G., Glover G.H. Physiological noise in oxygenation-sensitive magnetic resonance imaging. Magn. Reson. Med. 2001, 46:631-637.
19. 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., Rosen B.R. Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc. Natl. Acad. Sci. U. S. A. 1992, 89:5675-5679.
20. 2 measurements with calibrated-BOLD fMRI. Neuroimage 2007, 35:175-184.
21. Lin F.H., Wald L.L., Ahlfors S.P., Hamalainen M.S., Kwong K.K., Belliveau J.W. Dynamic magnetic resonance inverse imaging of human brain function. Magn. Reson. Med. 2006, 56:787-802.
22. Lin F.H., Witzel T., Mandeville J.B., Polimeni J.R., Zeffiro T.A., Greve D.N., Wiggins G., Wald L.L., Belliveau J.W. Event-related single-shot volumetric functional magnetic resonance inverse imaging of visual processing. Neuroimage 2008, 42:230-247.
23. Lin F.H., Witzel T., Zeffiro T.A., Belliveau J.W. Linear constraint minimum variance beamformer functional magnetic resonance inverse imaging. Neuroimage 2008, 43:297-311.
24. Lin F.-H., Witzel T., Raij T., Ahveninen J., Belliveau J.W. Relative timing of brain activations revealed by ultra-fast MR Inverse Imaging (InI). Proc. Intl. Soc. Mag. Reson. Med., Stockholm, Sweden 2010, 268.
25. Lin F.H., Witzel T., Chang W.T., Wen-Kai Tsai K., Wang Y.H., Kuo W.J., Belliveau J.W. K-space reconstruction of magnetic resonance inverse imaging (K-InI) of human visuomotor systems. Neuroimage 2010, 49:3086-3098.
26. Lin F.H., Nummenmaa A., Witzel T., Polimeni J.R., Zeffiro T.A., Wang F.N., Belliveau J.W. Physiological noise reduction using volumetric functional magnetic resonance inverse imaging. Hum. Brain Mapp. 2011, 10.1002/hbm.21403.
27. Liou S.T., Witzel T., Numenmaa A., Chang W.T., Tsai K.W., Kuo W.J., Chung H.W., Lin F.H. Functional magnetic resonance inverse imaging of human visuomotor systems using eigenspace linearly constrained minimum amplitude (eLCMA) beamformer. Neuroimage 2011, 55:87-100.
28. Liou S.T., Witzel T., Numenmaa A., Chang W.T., Tsai K.W., Kuo W.J., Chung H.W., Lin F.H. Functional magnetic resonance inverse imaging of human visuomotor systems using eigenspace linearly constrained minimum amplitude (eLCMA) beamformer. Neuroimage 2011, 55:87-100.
29. Mansfield P. Multi-planar image-formation using NMR spin echoes. J. Phys. C Solid State Phys. 1977, 10:L55-L58.
30. Mansfield P., Coxon R., Glover P. Echo-planar imaging of the brain at 3.0T: first normal volunteer results. J. Comput. Assist. Tomogr. 1994, 18:339-343.
31. Mansfield P., Coxon R., Hykin J. Echo-volumar imaging (EVI) of the brain at 3.0T: first normal volunteer and functional imaging results. J. Comput. Assist. Tomogr. 1995, 19:847-852.
32. Ogawa S., Lee T.M., Kay A.R., Tank D.W. Brain magnetic resonance imaging with contrast dependent on blood oxygenation. Proc. Natl. Acad. Sci. U. S. A. 1990, 87:9868-9872.
33. Pelli D.G. The VideoToolbox software for visual psychophysics: transforming numbers into movies. Spat. Vis. 1997, 10:437-442.
34. Pruessmann K.P., Weiger M., Scheidegger M.B., Boesiger P. SENSE: sensitivity encoding for fast MRI. Magn. Reson. Med. 1999, 42:952-962.
35. Roebroeck A., Formisano E., Goebel R. Mapping directed influence over the brain using Granger causality and fMRI. Neuroimage 2005, 25:230-242.
36. Sodickson D.K., Manning W.J. Simultaneous acquisition of spatial harmonics (SMASH): fast imaging with radiofrequency coil arrays. Magn. Reson. Med. 1997, 38:591-603.
37. Somersalo E., Kaipio J. Statistical inverse problems: discretization, model reduction and inverse crimes. J. Comput. Appl. Math. 2007, 198:493-504.
38. Song A.W., Wong E.C., Hyde J.S. Echo-volume imaging. Magn. Reson. Med. 1994, 32:668-671.
39. Sonneveld P. CGS, a fast Lanczos-type solver for nonsymmetric linear-systems. SIAM J. Sci. Stat. Comput. 1989, 10:36-52.
40. Wiesinger F., Boesiger P., Pruessmann K.P. Electrodynamics and ultimate SNR in parallel MR imaging. Magn. Reson. Med. 2004, 52:376-390.
41. Wiggins G.C., Triantafyllou C., Potthast A., Reykowski A., Nittka M., Wald L.L. 32-channel 3Tesla receive-only phased-array head coil with soccer-ball element geometry. Magn. Reson. Med. 2006, 56:216-223.
42. Wiggins G.C., Polimeni J.R., Potthast A., Schmitt M., Alagappan V., Wald L.L. 96-Channel receive-only head coil for 3Tesla: design optimization and evaluation. Magn. Reson. Med. 2009, 62:754-762.
43. Witzel T., Polimeni J.R., Lin F.H., Numenmaa A., Wald L.L. Single-shot whole brain echo volume imaging for temporally resolved physiological signals in fMRI. Proc. Int. Soc. Magn. Reson. Med. 2011, 633.
44. Zahneisen B., Grotz T., Lee K.J., Ohlendorf S., Reisert M., Zaitsev M., Hennig J. Three-dimensional MR-encephalography: fast volumetric brain imaging using rosette trajectories. Magn. Reson. Med. 2011, 65:1260-1268.
45. Zahneisen B., Grotz T., Zaitsev M., Hennig J. Ultra fast volumetric functional imaging using single shot concentric shells trajectories. Proc. Int. Soc. Magn. Reson. Med. 2011, 4360.
46. Zhao X., Bodurka J., Jesmanowicz A., Li S.J. B(0)-fluctuation-induced temporal variation in EPI image series due to the disturbance of steady-state free precession. Magn. Reson. Med. 2000, 44:758-765.