Practical constraints on estimation of source extent with MEG beamformers

NeuroImage

Volumn 54, Issue 4, 2011, Pages 2732-2740

  Hillebrand, Arjan ^a   Barnes, Gareth R ^b  

^a VU UNIVERSITY MEDICAL CENTER   (Netherlands)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Beamforming; Current density; Magnetoencephalography; Neuronal activity; Source modelling; Spatial extent

Indexed keywords

ACCURACY; ARTICLE; ELECTRIC ACTIVITY; GEOMETRY; MAGNETOENCEPHALOGRAPHY; MONITORING; PREDICTION; PRIORITY JOURNAL; SIGNAL NOISE RATIO; SIMULATION; VISUAL CORTEX;

ALGORITHMS; BRAIN; COMPUTER SIMULATION; MAGNETOENCEPHALOGRAPHY; MODELS, NEUROLOGICAL; NEURONS;

EID: 78650933747     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.10.036     Document Type: Article

References (52)

1. Adjamian P., Barnes G.R., Hillebrand A., Holliday I.E., Singh K.D., Furlong P.L., Harrington E., Barclay C.W., Route P.J.G. Co-registration of MEG with MRI using bite-bar-based fiducials and surface-matching. Clin. Neurophysiol. 2004, 115:691-698.
2. Ahlfors S.P., Han J., Lin F.H., Witzel T., Belliveau J.W., Hamalainen M.S., Halgren E. Cancellation of EEG and MEG signals generated by extended and distributed sources. Hum. Brain Mapp. 2010, 31:140-149.
3. Attal Y., Bhattacharjee M., Yelnik J., Cottereau B., Lefevre J., Okada Y., Bardinet E., Chupin M., Baillet S. Modeling and detecting deep brain activity with MEG & EEG. Conf. Proc.IEEE Eng Med. Biol. Soc. 2007, 2007:4937-4940.
4. Baillet S., Mosher J.C., Jerbi K., Leahy R.M. Hybrid MEG source characterization by cortical remapping and imaging of parametric source models. Proceedings of the 12th International Conference on Biomagnetism 2000, 667-670. Helsinki Univ. of Technology, Espoo, Finland. J. Nenonen, R.J. Ilmoniemi, T. Katila (Eds.).
5. Barnes G.R., Hillebrand A., Adjamian P., Brookes M.J., Singh K.D. Magnetoencephalographic functional co-registration to anatomy 2005.
6. Brookes M.J., Stevenson C.M., Barnes G.R., Hillebrand A., Simpson M.I., Francis S.T., Morris P.G. Beamformer reconstruction of correlated sources using a modified source model. Neuroimage 2007, 34:1454-1465.
7. Cao N., Yetik I.S., Nehorai A., Muravchik C.H., Haueisen J. Estimating parametric line-source models with electroencephalography. IEEE Trans. Biomed. Eng. 2006, 53:2156-2165.
8. Cosandier-Rimele D., Badier J.M., Chauvel P., Wendling F. A physiologically plausible spatio-temporal model for EEG signals recorded with intracerebral electrodes in human partial epilepsy. IEEE Trans. Biomed. Eng. 2007, 54:380-388.
9. Cottereau B., Jerbi K., Baillet S. Multiresolution imaging of MEG cortical sources using an explicit piecewise model. Neuroimage 2007, 38:439-451.
10. Dale A.M., Fischl B., Sereno M.I. Cortical surface-based analysis I: segmentation and surface reconstruction. NeuroImage 1999, 9:179-194.
11. Daunizeau J., Mattout J., Clonda D., Goulard B., Benali H., Lina J.M. Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models. IEEE Trans. Biomed. Eng. 2006, 53:503-516.
12. David O., Garnero L. Time-coherent expansion of MEG/EEG cortical sources. Neuroimage 2002, 17:1277-1289.
13. Dijkhuizen R.M., Ren J., Mandeville J.B., Wu O., Ozdag F.M., Moskowitz M.A., Rosen B.R., Finklestein S.P. Functional magnetic resonance imaging of reorganization in rat brain after stroke. Proc. Natl Acad. Sci. USA 2001, 98:12766-12771.
14. Dijkstra E.W. A note on two problems in connexion with graphs. Numer. Math. 1959, 1:269-271.
15. Fischl B., Sereno M.I., Dale A.M. Cortical surface-based analysis II: inflation, and a surface-based coordinate system. NeuroImage 1999, 9:195-207.
16. Friston K., Harrison L., Daunizeau J., Kiebel S., Phillips C., Trujillo-Barreto N., Henson R., Flandin G., Mattout J. Multiple sparse priors for the M/EEG inverse problem. Neuroimage 2008, 39:1104-1120.
17. Goldenholz D.M., Ahlfors S.P., Hamalainen M.S., Sharon D., Ishitobi M., Vaina L.M., Stufflebeam S.M. Mapping the signal-to-noise-ratios of cortical sources in magnetoencephalography and electroencephalography. Hum. Brain Mapp. 2009, 30:1077-1086.
18. Hillebrand A., Barnes G.R. The use of anatomical constraints with MEG beamformers. Neuroimage 2003, 20:2302-2313.
19. Hillebrand A., Singh K.D., Holliday I.E., Furlong P.L., Barnes G.R. A new approach to neuroimaging with magnetoencephalography. Hum. Brain Mapp. 2005, 25:199-211.
20. Huang M.-X., Shih J.J., Lee R.R., Harrington D.L., Thoma R.J., Weisend M.P., Hanlon F., Paulson K.M., Li T., Martin K., Miller G.A., Canive J.M. Commonalities and differences among vectorized beamformers in electromagnetic source imaging. Brain Topogr. 2004, 16:139-158.
21. Huang M.X., Mosher J.C., Leahy R.M. A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG. Phys. Med. Biol. 1999, 44:423-440.
22. Jerbi K., Mosher J.C., Baillet S., Leahy R.M. On MEG forward modelling using multipolar expansions. Phys. Med. Biol. 2002, 47:523-555.
23. Jirsa V.K., Jantzen K.J., Fuchs A., Kelso J.A.S. Spatiotemporal forward solution of the EEG and MEG using network modeling. IEEE Trans. Med. Imaging 2002, 21:493-504.
24. Kincses W.E., Braun C., Kaiser S., Elbert T. Modeling extended sources of event-related potentials using anatomical and physiological constraints. Hum. Brain Mapp. 1999, 8:182-193.
25. Kincses W.E., Braun C., Kaiser S., Grodd W., Ackermann H., Mathiak K. Reconstruction of extended cortical sources for EEG and MEG based on a Monte-Carlo-Markov-chain estimator. Hum. Brain Mapp. 2003, 18:100-110.
26. Liepert J., Miltner W.H., Bauder H., Sommer M., Dettmers C., Taub E., Weiller C. Motor cortex plasticity during constraint-induced movement therapy in stroke patients. Neurosci. Lett. 1998, 250:5-8.
27. Limpiti T., van Veen B.D., Nowak R.D., Wakai R.T. Linearly constrained minimum variance source imaging using cortical bases. Neurol. Clin. Neurophysiol. 2004, 2004:51.
28. Limpiti T., van Veen B.D., Wakai R.T. Cortical patch basis model for spatially extended neural activity. IEEE Trans. Biomed. Eng. 2006, 53:1740-1754.
29. Lü Z.L., Williamson S.J. Spatial extent of coherent sensory-evoked cortical activity. Exp. Brain Res. 1991, 84:411-416.
30. Lütkenhöner B., Menninghaus E., Steinsträter O., Wienbruch C., Gißler H.M., Elbert T. Neuromagnetic source analysis using magnetic resonance images for the construction of source and volume conductor model. Brain Topogr. 1995, 7:291-299.
31. Mosher J.C., Baillet S., Leahy R.M. EEG source localization and imaging using multiple signal classification approaches. J. Clin. Neurophysiol. 1999, 16:225-238.
32. Mosher J.C., Baillet S., Leahy R.M. Equivalence of linear approaches in bioelectromagnetic inverse solutions 2003.
33. Nolte G., Curio G. Current multipole expansion to estimate lateral extent of neuronal activity: a theoretical analysis. IEEE Trans. Biomed. Eng. 2000, 47:1347-1355.
34. Nudo R.J., Wise B.M., SiFuentes F., Milliken G.W. Neural substrates for the effects of rehabilitative training on motor recovery after ischemic infarct. Science 1996, 272:1791-1794.
35. Perry, G., Adjamian, P., Thai, N.J., Holliday, I.E., Hillebrand, A., Barnes, G.R., 2010. Retinotopic mapping in V1: a challenge for MEG imaging of human cortex. submitted.
36. Roberts T.P.L., Disbrow E.A., Roberts H.C., Rowley H.A. Quantification and reproducibility of tracking cortical extent of activation by use of functional MR imaging and magnetoencephalography. AJNR Am. J. Neuroradiol. 2000, 21:1377-1387.
37. Robinson S.E., Vrba J. Functional neuroimaging by synthetic aperture magnetometry (SAM). Recent advances in biomagnetism 1999, 302-305. Tohoku Univ. Press, Sendai. T. Yoshimoto, M. Kotani, S. Kuriki, H. Karibe, N. Nakasato (Eds.).
38. Sato M.A., Yoshioka T., Kajihara S., Toyama K., Goda N., Doya K., Kawato M. Hierarchical Bayesian estimation for MEG inverse problem. Neuroimage 2004, 23:806-826.
39. Schmidt D.M., George J.S., Wood C.C. Bayesian inference applied to the electromagnetic inverse problem. Hum. Brain Mapp. 1999, 7:195-212.
40. Sekihara K., Nagarajan S.S., Poeppel D., Marantz A. Asymptotic SNR of scalar and vector minimum-variance beamformers for neuromagnetic source reconstruction. IEEE Trans. Biomed. Eng. 2004, 51:1726-1734.
41. Sekihara K., Nagarajan S.S., Poeppel D., Marantz A., Miyashita Y. Reconstructing spatio-temporal activities of neural sources using an MEG vector beamformer technique. IEEE Trans. Biomed. Eng. 2001, 48:760-771.
42. Tecchio F., Bicciolo G., de C.E., Pasqualetti P., Pizzella V., Indovina I., Cassetta E., Romani G.L., Rossini P.M. Tonotopic cortical changes following stapes substitution in otosclerotic patients: a magnetoencephalographic study. Hum. Brain Mapp. 2000, 10:28-38.
43. Traversa R., Cicinelli P., Bassi A., Rossini P.M., Bernardi G. Mapping of motor cortical reorganization after stroke. A brain stimulation study with focal magnetic pulses. Stroke 1997, 28:110-117.
44. van Drongelen W., Yuchtman M., van Veen B.D., van Huffelen A.C. A spatial filtering technique to detect and localize multiple sources in the brain. Brain Topogr. 1996, 9:39-49.
45. van Veen B.D., van Drongelen W., Yuchtman M., Suzuki A. Localization of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Trans. Biomed. Eng. 1997, 44:867-880.
46. Vrba J. Magnetoencephalography: the art of finding a needle in a haystack. Phys. C 2002, 368:1-9.
47. Vrba J., Anderson G., Betts K., Burbank M.B., Cheung T., Cheyne D., Fife A.A., Govorkov S., Habib F., Haid G., Haid V., Hoang T., Hunter C., Kubik P.R., Lee S., McCubbin J., McKay J., McKenzie D., Nonis D., Paz J., Reichl E., Ressl D., Robinson S.E., Schroyen C., Sekatchev I., Spear P., Taylor B., Tillotson M., Sutherling W. 151-Channel whole-cortex MEG system for seated or supine positions. Recent Advances in Biomagnetism 1999, 93-96. Tohoku Univ. Press, Sendai. T. Yoshimoto, M. Kotani, S. Kuriki, H. Karibe, N. Nakasato (Eds.).
48. Whalen C., Maclin E.L., Fabiani M., Gratton G. Validation of a method for coregistering scalp recording locations with 3D structural MR images. Hum. Brain Mapp. 2008, 29:1288-1301.
49. Woods W., Green G., Perry G., Hillebrand A., Barnes G. Co-registration of MEG data using functional vs. anatomical templates 2008.
50. Yetik I.S., Nehorai A., Muravchik C.H., Haueisen J. Line-source modeling and estimation with magnetoencephalography. IEEE Trans. Biomed. Eng. 2005, 52:839-851.
51. Yetik I.S., Nehorai A., Muravchik C.H., Haueisen J., Eiselt M. Surface-source modeling and estimation using biomagnetic measurements. IEEE Trans. Biomed. Eng. 2006, 53:1872-1882.
52. Yoshioka T., Toyama K., Kawato M., Yamashita O., Nishina S., Yamagishi N., Sato M.A. Evaluation of hierarchical Bayesian method through retinotopic brain activities reconstruction from fMRI and MEG signals. Neuroimage 2008, 42:1397-1413.