fMRI functional networks for EEG source imaging

Human Brain Mapping

Volumn 32, Issue 7, 2011, Pages 1141-1160

  Lei, Xu ^a   Xu, Peng ^a   Luo, Cheng ^a   Zhao, Jinping ^a   Zhou, Dong ^b   Yao, Dezhong ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b SICHUAN UNIVERSITY   (China)

Author keywords

EEG source imaging; Epileptic EEG; Face perception; fMRI; Parametric empirical bayesian; Temporally coherence networks

Indexed keywords

VALPROIC ACID;

ARTICLE; BAYES THEOREM; CASE REPORT; CHILD; ELECTROENCEPHALOGRAM; EPILEPSY; EXPERIMENTAL MODEL; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; IMAGE ANALYSIS; MALE; NERVE CELL NETWORK; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; SCHOOL CHILD; SIMULATION;

BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; NERVE NET;

EID: 79958765904     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.21098     Document Type: Article

References (55)

1. Ahlfors SP, Simpson GV, Dale AM, Belliveau JW, Liu AK, Korvenoja A, Virtanen J, Huotilainen M, Tootell RB, Aronen HJ, Ilmoniemi RJ (1999): Spatiotemporal activity of a cortical network for processing visual motion revealed by MEG and fMRI. J Neurophysiol 82: 2545-2555.
2. Allen PJ, Josephs O, Turner R (2000): A method for removing imaging artifact from continuous EEG recorded during functional MRI. NeuroImage 12: 230-239.
3. Auranen T, Nummenmaa A, Vanni S, Vehtari A, Hämäläinen MS, Lampinen J, Jääskeläinen IP (2009): Automatic fMRI-guided MEG multidipole localization for visual responses. Hum Brain Mapp 30: 1087-1099.
4. Beckmann CF, DeLuca M, Devlin JT, Smith SM (2005): Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc Lond B Biol Sci 360: 1001-1013.
5. Bénar CG, Gross DW, Wang Y, Petre V, Pike B, Dubeau F, Gotman J (2002): The BOLD response to interictal epileptiform discharges. Neuroimage 17: 1182-1192.
6. Calhoun VD, Liu J, Adali T (2009): A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data. NeuroImage 45: S163-S172.
7. Chen H, Yao D (2004): Discussion on the choice of separated components in fMRI data analysis by spatial independent component analysis. Magn Reson Imag 22: 827-833.
8. Dale AM, Liu AK, Fischl BR, Buckner RL, Belliveau JW, Lewine JD, Halgren E (2000): Dynamic statistical parametric mapping: Combining fMRI and MEG for highresolution imaging of cortical activity. Neuron 26: 55-67.
9. Dale AM, Halgren E (2001): Spatiotemporal mapping of brain activity by integration of multiple imaging modalities. Curr Opin Neurobiol 11: 202-208.
10. D'Argembeau A, Collette F, Van der Linden M, Laureys S, Del Fiore G, Degueldre C, Luxen A, Salmon E (2005): Self-referential reflective activity and its relationship with rest: A PET study. NeuroImage 25: 616-624.
11. Daunizeau J, Grova C, Mattout J, Marrelec G, Clonda D, Goulard B, Lina JM, Benali H (2005): Assessing the relevance of fMRI-based prior in the EEG inverse problem: A Bayesian model comparison approach. IEEE Trans Signal Process 53: 3461-3472.
12. Disbrow EA, Slutsky DA, Roberts TP, Krubitzer LA (2000): Functional MRI at 1.5 tesla: a comparison of the blood oxygenation level-dependent signal and electrophysiology. Proc Natl Acad Sci USA 97: 9718-9723.
13. Ebersole JS, Pacia SV (1996): Localization of temporal lobe foci by ictal EEG patterns. Epilepsia 37: 386-399.
14. Engel J Jr. (2001): A proposed diagnostic scheme for people with epileptic seizures and with epilepsy: Report of the ILAE task force on classification and terminology. Epilepsia 42: 796-803.
15. Friston KJ, Penny W, Phillips C, Kiebel S, Hinton G, Ashburner J (2002): Classical and Bayesian inference in neuroimaging: Theory. NeuroImage 16: 465-483.
16. Friston KJ, Mattout J, Trujillo-Barreto N, Ashburner J, Penny W (2007): Variational free energy and the Laplace approximation. NeuroImage 34: 220-234.
17. Friston KJ, Harrison L, Daunizeau J, Kiebel S, Phillips C, Trujillo-Barreto N, Henson R, Flandin G, Mattout J (2008): Multiple sparse priors for the MEG/EEG inverse problem. NeuroImage 39: 1104-1120.
18. Gerloff C, Grodd W, Altenmüller E, Kolb R, Klose TNU, Voigt K, Dichgans J (1996): Coregistration of EEG and fMRI in a simple motor task. Hum Brain Mapp 4: 199-209.
19. Goldman RI, Stern JM, Engel J Jr, Cohen MS (2002): Simultaneous EEG and fMRI of the alpha rhythm. NeuroReport 13: 2487-2492.
20. Hampson M, Olson IR, Leung HC, Skudlarski P, Gore JC (2004): Changes in functional connectivity of human MT/V5 with visual motion input. NeuroReport 15: 1315-1319.
21. Harrison LM, Penny W, Ashburner J, Trujillo-Barreto N, Friston KJ (2007): Diffusion-based spatial priors for imaging. NeuroImage 38: 677-695.
22. Heeger DJ, Huk AC, Geisler WS, Albrecht DG (2000): Spikes versus bold: What does neuroimaging tell us about neuronal activity? Nat Neurosci 3: 631-633.
23. Henson RN, Goshen-Gottstein Y, Ganel T, Otten LJ, Quayle A, Rugg MD (2003): Electrophysiological and hemodynamic correlates of face perception, recognition and priming. Cereb Cortex 13: 793-805.
24. Henson RN, Mattout J, Phillips C, Friston KJ (2009): Selecting forward models for MEG source-reconstruction using model-evidence. NeuroImage 46: 168-176.
25. Hyvärinen A, Oja E (1997): A fast fixed-point algorithm for independent component analysis. Neural Comput 9: 1483-1492.
26. Jacobs J, Hawco C, Kobayashi E, Boor R, LeVan P, Stephani U, Siniatchkin M, Gotman J (2008): Variability of the hemodynamic response as a function of age and frequency of epileptic discharge in children with epilepsy. NeuroImage 40: 601-614.
27. Lei X, Yao D (2009): EEG source localization based on multiple fMRI spatial patterns. The Second International Conference on Cognitive Neurodynamics. Hangzhou, China.
28. Lei X, Yang P, Yao D (2009a): An empirical Bayesian framework for brain computer interfaces. IEEE Trans Neural Syst Rehab Eng 17: 521-529.
29. Lei X, Chen A, Xu P, Yao D (2009b). Gaussian source model based iterative algorithm for EEG source imaging. Comput Biol Med 39: 978-988.
30. Lei X, Qiu C, Xu P, Yao D (2010): A parallel framework for simultaneous EEG/fMRI analysis: Methodology and simulation. NeuroImage 52: 1123-1134.
31. Liu AK, Belliveau JW, Dale AM (1998): Spatiotemporal imaging of human brain activity using functional MRI constrained magnetoencephalography data: Monte Carlo simulations. Proc Natl Acad Sci USA 95: 8945-8950.
32. Luo C, Li Q, Xia Y, Lai Y, Qin Y, Liao W, Zhou D, Yao D, Gong Q: Altered functional connectivity in default mode network in absence epilepsy: A resting-state fMRI study. Hum Brain Mapp (in press).
33. Mantini D, Corbetta M, Perrucci MG, Romani GL, Gratta CD (2009): Large-scale brain networks account for sustained and transient activity during target detection. NeuroImage 44: 265-274.
34. Mattout J, Phillips C, Penny W, Rugg MD, Friston KJ (2006): MEG source localization under multiple constraints: An extended Bayesian framework. NeuroImage 30: 753-767.
35. Mattout J, Henson RN, Friston KJ (2007): Canonical source reconstruction for MEG. computational intelligence and neuroscience. Article ID:67613.
36. McKeown MJ, Makeig S, Brown GG, Jung TP, Kindermann SS, Bell AJ, Sejnowski TJ (1998): Analysis of FMRI data by blind separation into independent spatial components. Hum Brain Mapp 6: 160-188.
37. Moosmann M, Eichele T, Nordby H, Hugdahl K, Calhoun VD (2008): Joint independent component analysis for simultaneous eeg-fmri: Principle and simulation. Int J Psychophysiol 67: 212-221.
38. Neal RM (1996): Bayesian Learning for Neural Networks. New York: Springer-Verlag. 205 p.
39. Pascual-Marqui RD (2002): Standardized low-resolution brain electromagnetic tomography (sLORETA): Technical details. Methods Find Exp Clin Pharmacol 24: 5-12.
40. Phillips C, Rugg MD, Friston KJ (2002): Anatomically informed basis functions for EEG source localization: Combining functional and anatomical constraints. NeuroImage 16: 678-695.
41. Phillips C, Mattout J, Rugg MD, Maquet P, Friston KJ (2005): An empirical Bayesian solution to the source reconstruction problem in EEG. NeuroImage 24: 997-1011.
42. Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL (2001): A default mode of brain function. Proc Natl Acad Sci USA 98: 676-682.
43. Sato MA, Yoshioka T, Kajihara S, Toyama K, Goda N, Doya K, Kawato M (2004): Hierarchical Bayesian estimation for MEG inverse problem. NeuroImage 23: 806-826.
44. Scheeringa R, Petersson KM, Oostenveld R, Norris DG, Hagoort P, Bastiaansen MCM (2009): Trial-by-trial coupling between EEG and BOLD identifies networks related to alpha and theta EEG power increases during working memory maintenance. NeuroImage 44: 1224-1238.
45. Shmuel A, Augath M, Oeltermann A, Logothetis NK (2006): Negative functional mri response correlates with decreases in neuronal activity in monkey visual area v1. Nat Neurosci 9: 569-577.
46. Stancák A, Polácek H, Vrána J, Rachmanová R, Hoechstetter K, Tintra J, Scherg M (2005): Eeg source analysis and fmri reveal two electrical sources in the frontoparietal operculum during subepidermal finger stimulation. NeuroImage 25: 8-20.
47. Talairach J, Tournoux P (1988): Co-Planar Stereotaxic Atlas of the Human Brain. Germany: Thieme, Stuttgart. 122 p.
48. Tikhonov AN, Arsenin VY (1977): Solutions of Ill-Posed Problems. New York: John Wiley. 258 p.
49. Trujillo-Barreto N, Aubert-Vazquez E, Valdes-Sosa P (2004): Bayesian model averaging. NeuroImage 21: 1300-1319.
50. Whittingstall K, Stroink G, Schmidt M (2007): Evaluating the spatial relationship of event-related potential and functional mri sources in the primary visual cortex. Hum Brain Mapp 28: 134-142.
51. Wipf D, Nagarajan S (2009): A unified Bayesian framework for MEG/EEG source imaging. NeuroImage 44: 947-966.
52. Xu P, Tian Y, Lei X, Hu X, Yao D (2008): Equivalent charge source model based iterative maximum neighbor weight for sparse EEG source localization. Ann Biomed Eng 36: 2051-2067.
53. Yao D (1996): The equivalent source technique and cortical imaging. Electroencephalogr Clin Neurophysiol 98: 478-483.
54. Yao D (2001): A method to standardize a reference of scalp EEG recordings to a point at infinity. Physiol Meas 22: 693-711.
55. Yao D, Wang L, Oostenveld R, Nielsen K, Arendt-Nielsen L, Chen A (2005): A comparative study of different references for EEG spectral mapping the issue of neutral reference and the use of infinity reference. Physiol Meas 26: 173-184.