A novel thresholding method for the analysis of functional connectivity networks of the brain

Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB

Volumn , Issue , 2010, Pages

  Anastasiou, Athanasios ^a   Ifeachor, Emmanuel ^a  

^a UNIVERSITY OF PLYMOUTH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALZHEIMER'S DISEASE; ASPERGER'S SYNDROME; BRAIN FUNCTIONS; DATA SETS; FUNCTIONAL CONNECTIVITY; FUNCTIONAL CONNECTIVITY NETWORKS; FUNCTIONAL MODALITIES; NOVEL METHODS; STRUCTURAL CHARACTERISTICS; SUBJECT-SPECIFIC; THRESHOLDING; THRESHOLDING METHODS;

DISEASES;

INFORMATION TECHNOLOGY;

EID: 79951639235     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITAB.2010.5687721     Document Type: Conference Paper

References (15)

1. C.L. Grady, M.L. Furey, P. Pietrini, B. Horwitz, and S.I. Rapoport, "Altered brain functional connectivity and impaired short-term memory in Alzheimer's disease," Brain, vol. 124, Apr. 2001, pp. 739-756. (Pubitemid 32303833)
2. K. Lim, B. Mueller, J. Camchong, and C. Bell, "Altered Functional Connectivity In Schizofrenia: A Small World Network Analysis Of Resting tMRI," Schizophrenia Research, vol. 102, Jun. 2008, p. 9.
3. D.E. Welchew, C. Ashwin, K. Berkouk, R. Salvador, J. Suckling, S. Baron-Cohen, and E. Bullmore, "Functional disconnectivity of the medial temporal lobe in Asperger's syndrome," Biological Psychiatry, vol. 57, May. 2005, pp. 991-998. (Pubitemid 40613034)
4. C.J. Starn, "Functional connectivity patterns of human magnetoencephalographic recordings: a 'small-world' network?," Neuroscience Letters, vol. 355, Jan. 2004, pp. 25-28.
5. S.H. Strogatz, "Exploring complex networks," Nature, vol. 410, Mar. 2001, pp. 268-276. (Pubitemid 32216604)
6. R. Salvador, J. Suckling, C. Schwarzbauer, and E. Bullmore, "Undirected graphs of frequency-dependent functional connectivity in whole brain networks," Philosophical Transactions of the Royal Society B: Biological Sciences, vol. 360, May. 2005, pp. 937-946. (Pubitemid 41672855)
7. R. Frackowiak, K. Friston, C. Frith, R. Dolan, C. Price, S. Zeki, J. Ashburner, and W. Penny, Human Brain Function, Academic Press, 2003.
8. G. Marrelec, J. Daunizeau, M. Pelegrini-Issac, J. Doyon, and H. Benali, "Conditional Correlation as a Measure of Mediated Interactivity in fMRI and MEG/EEG," Signal Processing, IEEE Transactions on [see also Acoustics, Speech, and Signal Processing, IEEE Transactions on], vol. 53,2005, pp. 3503-3516. (Pubitemid 41555636)
9. D.S. Bassett and E. Bullmore, "Small-World Brain Networks," Neuroscientist, vol. 12, Dec. 2006, pp. 512-523. (Pubitemid 44657966)
10. R. Salvador, J. Suckling, M.R. Coleman, J.D. Pickard, D. Menon, and E. Bullmore, "Neurophysiological Architecture of Functional Magnetic Resonance Images of Human Brain," Cereb. Cortex, vol. 15, Sep. 2005, pp. 1332-1342.
11. B. Jansen and V. Rit, "Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns," Biological Cybernetics, vol. 73, 1995, pp. 357-366.
12. O. David and K.J. Friston, "A neural mass model for MEG/EEG: : coupling and neuronal dynamics," NeuroImage, vol. 20, Nov. 2003, pp. 1743-1755. (Pubitemid 37468280)
13. F. Wendling, K. Ansari-AsI, F. Bartolomei, and L. Senhadji, "From EEG signals to brain connectivity: A model-based evaluation of interdependence measures," Journal of Neuroscience Methods, vol. 183, Sep. 2009, pp. 9-18.
14. O. Spoms, D.R. Chialvo, M. Kaiser, and C.C. Hilgetag, "Organization, development and function of complex brain networks," Trends in Cognitive Sciences, vol. 8, Sep. 2004, pp. 418-425. (Pubitemid 39179905)
15. C. Starn, B. Jones, G. Nolte, M. Breakspear, and P. Scheltens, "Small-World Networks and Functional Connectivity in Alzheimer's Disease," Cereb. Cortex, vol. 17, Jan. 2007, pp. 92-99. (Pubitemid 44973898)