MEG and EEG fusion in Bayesian frame

ICEIE 2010 - 2010 International Conference on Electronics and Information Engineering, Proceedings

Volumn 2, Issue , 2010, Pages

  Jun, Sung Chan ^a  

^a Gwangju Institute of Science and Technology (GIST)   (South Korea)

Author keywords

Bayesian frame; EEG; Fusion of brain imaging data; MEG; Simultaneous analysis

Indexed keywords

BAYESIAN; EEG; FUSION OF BRAIN IMAGING DATA; MEG; SIMULTANEOUS ANALYSIS;

BAYESIAN NETWORKS;

EID: 78049341712     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICEIE.2010.5559785     Document Type: Conference Paper

References (10)

1. Anders Dale and Martin Sereno, "Improved localization of cortical activity by combining EEG and MEG with MRI cortical surface reconstruction, " J. Cogn. Neusci., vol. 5, pp. 162-176, 1993.
2. H. M. Huizenga et al, "Simultaneous MEG and EEG source analysis," Physics in Medicine and Biology, vol.46, pp. 1737-1751, 2001.
3. M. E. Pflieger et al, "Superadditive information from simultaneous MEG/EEG data," in Biomag 96: 10th International Conference on Biomagnetism, C. J. Aine et al, Santa Fe, USA, 1999, pp. 1154-1157.
4. S. Baillet et al, "Combined MEG and EEG source imaging by minimization of mutual information," IEEE Transactions on Biomedical Engineering, vol. 46, no. 5, pp. 522-534, 1999.
5. R. J. He et al, "The method of maximum mutual information for biomedical electromagnetic inverse problems," IEEE Trans Magn., vol. 36, no. 4 pt.1, pp. 1741-1744, 2000.
6. D. M. Schmidt et al, "Bayesian inference applied to the electromagnetic inverse problem," Human Brain Mapping, vol. 7, pp. 195-212, 1999.
7. S. C. Jun et al, "Spatiotemporal bayesian inference dipole analysis for MEG neuroimaging data," NeuroImage, vol. 28, pp. 84-98, 2005.
8. H. M. Huizenga et al, "Spatiotemporal EEG/MEG source analysis based on a parametric noise covariance model," IEEE Trans. Biomed. Engin., vol. 49, pp. 533-539, 2002.
9. S. M. Plis et al, "Modeling spatiotemporal covariance for MEG/EEG source analysis," Phys. Rev. E, vol. 75, pp. 011928, 2007.
10. S. M. Plis et al, "A generalized spatiotemporal covariance model for stationary background in analysis of MEG data," Engineering in medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE 2006, pp. 3680-3683.