EEG-fMRI measures of functional brain connectivity in epilepsy

1st Portuguese Meeting in Biomedical Engineering, ENBENG 2011

Volumn , Issue , 2011, Pages

  Murta, Teresa ^a   Figueiredo, Patrícia ^a   Leal, Alberto ^b  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

^b Hospital Julio de Matos   (Portugal)

Author keywords

Connectivity; DCM; Epilepsy; GC; Seizure

Indexed keywords

CONNECTIVITY; DCM; EPILEPSY; GC; SEIZURE;

BIOMEDICAL ENGINEERING; ELECTROPHYSIOLOGY; MAGNETIC RESONANCE IMAGING; RESONANCE; SIGNAL TO NOISE RATIO;

ELECTROENCEPHALOGRAPHY;

EID: 80053942114     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ENBENG.2011.6026094     Document Type: Conference Paper

References (28)

1. J. Engel, "Models of focal epilepsy". Suppl Clin Neurophysiol, vol. 57, pp. 392-399, 2004.
2. K. Friston, A. Mechelli, R. Turner, C. Price, "Nonlinear responses in fMRI: the Balloon model, Volterra kernels and other hemodynamics". NeuroImage, vol. 12, pp. 466-477, 2000.
3. J. Gotman, E. Kobayashi, A. Bagshaw, C. Bénar, F. Dubeau, "Combining EEG and fMRI: a multimodal tool for epilepsy research". J Magn Reson Imaging, vol. 23, no. 6, pp. 906-920, 2006.
4. K. Friston, C. Frith, R. Frackowiak, "Time-dependent changes in effective connectivity measured with PET". Human Brain Mapping, vol. 1, pp. 69-80, 1993.
5. K. Rosenkranz, L. Lemieux, "Present and future of simultaneous EEG-fMRI". Magn Reson Mater Phy, vol. 23, pp. 309-316, 2010.
6. A. Donaire, N. Bargallo, C. Falcón, I. Maestro, I. Carreno, J. Setoain, et al., "Identifying the structures involved in seizure generation using sequential analysis of ictal-fMRI data". NeuroImage, vol. 47, pp. 173-183, 2009.
7. J. Szaflarski, M. DiFrancesco, T. Hirschauer, C. Banks, M. Privitera, J. Gotman, et al., "Cortical and subcortical contributions to absence seizure onset examined with EEG/fMRI". Epilepsy & Behavior, vol. 18, pp. 404-413, 2010.
8. L. Tyvaert, P. LeVan, F. Dubeau, J. Gotman, "Noninvasive Dynamic Imaging of Seizures in Epileptic Patients." Human Brain Mapping, vol. 30, pp. 3993-4011, 2009.
9. K. Friston, L. Harrison, W. Penny, "Dynamic causal modeling". NeuroImage, vol. 19, pp. 1273-1302, 2003.
10. K. Hamandi, H. Powell, H. Laufs, M. Symms, G. Barker, G. Parker, et al., "Combined EEG- fMRI and tractography to visualise propagation of epileptic activity". J Neurol Neurosurg Psychiatry, vol. 79, pp. 594-597, 2008.
11. A. Vaudano, H. Laufs, S. Kiebel, S. Carmichael, K. Hamandi, M. Guye, et al., "Causal Hierarchy within the Thalamo-Cortical Network in Spike and Wave Discharges". PLoS one, vol. 4, no. 8, 2009.
12. C. Granger, "Testing for causality: a personal viewpoint". J Econ Dynamics Control, vol. 2, pp. 329-352, 1980.
13. J. Geweke, "Measures of conditional linear dependence and feedback". J Am Stat Assoc, vol. 79, pp. 907-915, 1984.
14. O. David, I. Guillemain, S. Saillet, S. Rey, C. Deransar, C. Segebarth, et al., "Identifying Neural Drivers with Functional MRI: An Electrophysiological Validation". PLoS Biology, vol. 6, no. 12, pp. 2683-2697, 2008.
15. A. Cadotte, T. Demarse, T. Mareci, M. Parekh, S. Talathi, D. Hwang, et al., "Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy". Journal of Neuroscience Methods, vol. 189, no. 1, pp. 121-129, 2010.
16. A. Cadotte, T. Mareci, T. Demarse, M. Parekh, W. Ditto, S. Talathi, et al., "Temporal Lobe Epilepsy: Anatomical and Effective Connectivity". IEEE Transactions on neural systems and rehabilitation engineering, vol. 17, no. 3, pp. 214-223, 2009.
17. W. Penny, K. Stephan, A. Mechelli, K. Friston, "Comparing dynamic causal models". NeuroImage, vol. 22, pp. 1157-1172, 2004.
18. W. Penny, K. Stephan, J. Daunizeau, M. Rosa, K. Friston, T. Schofield, et al. "Comparing Families of Dynamic Causal Models". PLoS Comput Biol, vol. 6, no. 3, 2010.
19. A. Leal, J. Monteiro, M. Secca, C. Jordão, "Functional brain mapping of ictal activity in gelastic epilepsy associated with hypothalamic hamartoma: A case report". Epilepsia, vol. 50, no. 6, pp. 1624-1631, 2009.
20. C. Granger, P. Newbold P., "Spurious regressions in econometrics. Journal of Econometrics, vol. 2, pp. 111-120, 1974.
21. A. Seth, "A MATLAB toolbox for Granger causal connectivity analysis". Jornal of Neuroscience Methods, vol. 186, pp. 262-273, 2010.
22. M. Ding, S. Bressler, W. Yang, H. Liang. "Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment". Biol Cybernetics, vol. 83, pp. 35-45, 2000.
23. J. Durbin, C. Watson, "Testing for serial correlation in least squares regression". Biometrika, vol. 37, pp. 409-428, 1950.
24. G. Aguirre, E. Zarahn, M. D'esposito, "The Variability of Human, BOLD Hemodynamic Responses". NeuroImage, vol. 8, pp. 360-369, 1998.
25. R. Henson, M. Rugg, K. Friston, "The Choice of Basis Functions in event-related fMRI". NeuroImage, vol. 13, no. 6, Suppl. 1, 149, 2001.
26. P. Kahane, P. Ryvlin, D. Hoffmann, L. Minotti, A. Benabid, "From hypothalamic hamartoma to cortex: what can be learnt from depth recordings and stimulation"? Epileptic Disord, vol. 5, pp. 205-217, 2003.
27. K. Stephan, W. Penny, R. Moran, H. den Ouden, J. Daunizeau, K. Friston, "Ten simple rules for dynamic causal modeling". NeuroImage, vol. 49, pp. 3099-3109, 2010.
28. S. Witt, M. Meyerand, "The Effects of Computational Method, Data Modeling, and TR on Effective Connectivity Results". Brain Imaging and Behavior, vol. 3, pp. 220-231, 2009.