Seizure source imaging by means of FINE spatio-temporal dipole localization and directed transfer function in partial epilepsy patients

Clinical Neurophysiology

Volumn 123, Issue 7, 2012, Pages 1275-1283

  Lu, Yunfeng ^a   Yang, Lin ^a   Worrell, Gregory A ^b   He, Bin ^a  

^a University of Minnesota   (United States)

^b MAYO CLINIC   (United States)

Author keywords

Directed transfer function; EEG source imaging; Epilepsy; FINE; High density EEG; Ictal activities

Indexed keywords

ADULT; ARTICLE; BRAIN REGION; CLINICAL ARTICLE; DIRECTED TRANSFER FUNCTION; ELECTRODE; ELECTROENCEPHALOGRAPHY; FEMALE; FINE SPATIO TEMPORAL SOURCE LOCALIZATION; FOCAL EPILEPSY; HUMAN; IMAGE ANALYSIS; MALE; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PATIENT MONITORING; PRIORITY JOURNAL; SEIZURE;

ADULT; BRAIN; BRAIN MAPPING; COMPUTER SIMULATION; ELECTRODES; ELECTROENCEPHALOGRAPHY; EPILEPSIES, PARTIAL; FEASIBILITY STUDIES; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED;

EID: 84861675888     PISSN: 13882457     EISSN: 18728952     Source Type: Journal    
DOI: 10.1016/j.clinph.2011.11.007     Document Type: Article

References (50)

1. Assaf B.A., Ebersole J.S. Continuous source imaging of scalp ictal rhythms in temporal lobe epilepsy. Epilepsia 1997, 38:1114-1123.
2. Astolfi L., Cincotti F., Babiloni C., Carducci F., Basilisco A., Rossini P.M., et al. Estimation of the cortical connectivity by high-resolution EEG and structural equation modeling: simulations and application to finger tapping data. IEEE Trans Biomed Eng 2005, 52:757-768.
3. Astolfi L., Cincotti F., Mattia D., Salinari S., Babiloni C., Basilisco A., et al. Estimation of the effective and functional human cortical connectivity with structural equation modeling and directed transfer function applied to high-resolution EEG. Magn Reson Imaging 2004, 22:1457-1470.
4. Ayala M., Cabrerizo M., Jayakar P., Adjouadi M. Subdural EEG classification into seizure and nonseizure files using neural networks in the gamma frequency band. J Clin Neurophysiol 2011, 28:20.
5. Babiloni F., Cincotti F., Babiloni C., Carducci F., Mattia D., Astolfi L., et al. Estimation of the cortical functional connectivity with the multimodal integration of high-resolution EEG and fMRI data by directed transfer function. Neuroimage 2005, 24:118-131.
6. Bai X., He B. Estimation of number of independent brain electric sources from the scalp EEGs. IEEE Trans Biomed Eng 2006, 53:1883-1892.
7. Bai X., He B. On the estimation of the number of dipole sources in EEG source localization. Clin Neurophysiol 2005, 116:2037-2043.
8. Boon P., D'Havé M., Vanrumste B., Van Hoey G., Vonck K., Van Walleghem P., et al. Ictal source localization in presurgical patients with refractory epilepsy. J Clin Neurophysiol 2002, 19:461-468.
9. Brodbeck V., Lascano A.M., Spinelli L., Seeck M., Michel C.M. Accuracy of EEG source imaging of epileptic spikes in patients with large brain lesions. Clin Neurophysiol 2009, 120:679-685.
10. Brodbeck V., Spinelli L., Lascano A.M., Pollo C., Schaller K., Vargas M.I., et al. Electrical source imaging for presurgical focus localization in epilepsy patients with normal MRI. Epilepsia 2010, 51:583-591.
11. Cascino G.D. Commentary: how has neuroimaging improved patient care?. Epilepsia 1994, 35:S103-S107.
12. Ding L., He B. Spatio-temporal EEG source localization using a three-dimensional subspace FINE approach in a realistic geometry inhomogeneous head model. IEEE Trans Biomed Eng 2006, 53:1732-1739.
13. Ding L., Worrell G.A., Lagerlund T.D., He B. Ictal source analysis: localization and imaging of causal interactions in humans. Neuroimage 2007, 34:575-586.
14. Ebersole J.S. Noninvasive localization of epileptogenic foci by EEG source modeling. Epilepsia 2000, 41:S24-S33.
15. Engel J. Surgical treatment for epilepsy: too little, too late?. JAMA 2008, 300:2548-2550.
16. Engel J. Approaches to localization of the epileptogenic lesion. Surgical treatment of the epilepsies 1987, 75-95. Raven Press, New York. J. Engel (Ed.).
17. Fisher R.S., van Emde Boas W., Blume W., Elger C., Genton P., Lee P., et al. Epileptic seizures and epilepsy: definitions proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE). Epilepsia 2005, 46:470-472.
18. Fisher R.S., Vickrey B.G., Gibson P., Hermann B., Penovich P., Scherer A., et al. The impact of epilepsy from the patient's perspective. I: Descriptions and subjective perceptions. Epilepsy Res. 2000, 41:39-51.
19. Gavaret M., Badier J.M., Marquis P., Bartolomei F., Chauvel P. Electric source imaging in temporal lobe epilepsy. J Clin Neurophysiol 2004, 21:267-282.
20. Gavaret M., Badier J.M., Marquis P., McGonigal A., Bartolomei F., Regis J., et al. Electric source imaging in frontal lobe epilepsy. J Clin Neurophysiol 2006, 23:358-370.
21. Gotman J. Epileptic networks studied with EEG-fMRI. Epilepsia 2008, 49:42-51.
22. Gotman J., Kobayashi E., Bagshaw A.P., Bénar C.G., Dubeau F. Combining EEG and fMRI: a multimodal tool for epilepsy research. J Magn Reson Imaging 2006, 23:906-920.
23. Granger C.W.J. Investigating causal relations by econometric models and cross-spectral methods. Econometrica 1969, 37:424-438.
24. Hämäläinen M.S., Sarvas J. Realistic conductivity geometry model of the human head for interpretation of neuromagnetic data. IEEE Trans Biomed Eng 1989, 36:165-171.
25. He B., Musha T., Okamoto Y., Homma S., Nakajima Y., Sato T. Electric dipole tracing in the brain by means of the boundary element method and its accuracy. IEEE Trans Biomed Eng 1987, 34:406-414.
26. He B., Yang L., Wilke C., Yuan H. Electrophysiological imaging of brain activity and connectivity - challenges and opportunities. IEEE Trans Biomed Eng 2011, 58:1918-1931.
27. He B., Zhang X., Lian J., Sasaki H., Wu D., Towle V.L. Boundary element method-based cortical potential imaging of somatosensory evoked potentials using subjects' magnetic resonance images. Neuroimage 2002, 16:564-576.
28. Holmes M.D. Dense array EEG: methodology and new hypothesis on epilepsy syndromes. Epilepsia 2008, 49:3-14.
29. Kamiński M., Ding M., Truccolo W.A., Bressler S.L. Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance. Biol Cybern 2001, 85:145-157.
30. Kaminski M.J., Blinowska K.J. A new method of the description of the information flow in the brain structures. Biol Cybern 1991, 65:203-210.
31. Lai Y., Van Drongelen W., Ding L., Hecox K., Towle V., Frim D., et al. Estimation of in vivo human brain-to-skull conductivity ratio from simultaneous extra- and intra-cranial electrical potential recordings. Clin Neurophysiol 2005, 116:456-465.
32. Lai Y., Zhang X., van Drongelen W., Korhman M., Hecox K., Ni Y., et al. Noninvasive cortical imaging of epileptiform activities from interictal spikes in pediatric patients. Neuroimage 2011, 54:244-252.
33. Lantz G., Grave de Peralta R., Spinelli L., Seeck M., Michel C.M. Epileptic source localization with high density EEG: how many electrodes are needed?. Clin Neurophysiol 2003, 114:63-69.
34. Lantz G., Michel C.M., Seeck M., Blanke O., Spinelli L., Thut G., et al. Space-oriented segmentation and 3-dimensional source reconstruction of ictal EEG patterns. Clin Neurophysiol 2001, 112:688-697.
35. Merlet I., Gotman J. Dipole modeling of scalp electroencephalogram epileptic discharges: correlation with intracerebral fields. Clin Neurophysiol 2001, 112:414-430.
36. Michel C.M., Lantz G., Spinelli L., de Peralta R.G., Landis T., Seeck M. 128-channel EEG source imaging in epilepsy: clinical yield and localization precision. J Clin Neurophysiol 2004, 21:71-83.
37. Moeller F., LeVan P., Gotman J. Independent component analysis (ICA) of generalized spike wave discharges in fMRI: comparison with general linear model-based EEG-fMRI. Hum Brain Mapp 2011, 32:209-217.
38. Oishi M., Otsubo H., Kameyama S., Morota N., Masuda H., Kitayama M., et al. Epileptic spikes: magnetoencephalography versus simultaneous electrocorticography. Epilepsia 2002, 43:1390-1395.
39. Oostendorp T.F., Delbeke J., Stegeman D.F. The conductivity of the human skull: results of in vivo and in vitro measurements. IEEE Trans Biomed Eng 2000, 47:1487-1492.
40. Palmini A., Andermann F., Olivier A., Tampieri D., Robitaille Y. Focal neuronal migration disorders and intractable partial epilepsy: results of surgical treatment. Ann Neurol 1991, 30:750-757.
41. Plummer C., Harvey A.S., Cook M. EEG source localization in focal epilepsy: where are we now?. Epilepsia 2008, 49:201-218.
42. Siegel A.M., Cascino G.D., Meyer F.B., McClelland R.L., So E.L., Marsh W.R., et al. Resective reoperation for failed epilepsy surgery: seizure outcome in 64 patients. Neurology 2004, 63:2298-2302.
43. Van Paesschen W., Dupont P., Sunaert S., Goffin K., Van Laere K. The use of SPECT and PET in routine clinical practice in epilepsy. Curr Opin Neurol 2007, 20:194-202.
44. Vulliemoz S., Carmichael D.W., Rosenkranz K., Diehl B., Rodionov R., Walker M.C., et al. Simultaneous intracranial EEG and fMRI of interictal epileptic discharges in humans. Neuroimage 2011, 54:182-190.
45. Wilke C., Van Drongelen W., Kohrman M., He B. Neocortical seizure foci localization by means of a directed transfer function method. Epilepsia 2010, 51:564-572.
46. Wilke C., Van Drongelen W., Kohrman M., He B. Identification of epileptogenic foci from causal analysis of ECoG interictal spike activity. Clin Neurophysiol 2009, 120:1449-1456.
47. Worrell G.A., Lagerlund T.D., Sharbrough F.W., Brinkmann B.H., Busacker N.E., Cicora K.M., et al. Localization of the epileptic focus by low-resolution electromagnetic tomography in patients with a lesion demonstrated by MRI. Brain Topogr 2000, 12:273-282.
48. Xu X.L., Xu B., He B. An alternative subspace approach to EEG dipole source localization. Phys Med Biol 2004, 49:327.
49. Zhang X., van Drongelen W., Hecox K.E., Towle V.L., Frim D.M., McGee A.B., et al. High-resolution EEG: cortical potential imaging of interictal spikes. Clin Neurophysiol 2003, 114:1963-1973.
50. Zhang Y., van Drongelen W., He B. Estimation of in vivo brain-to-skull conductivity ratio in humans. Appl Phys Lett 2006, 89:223903.