Detecting Functional Hubs of Ictogenic Networks

Brain Topography

Volumn 28, Issue 2, 2015, Pages 305-317

  Zubler, Frederic ^a   Gast, Heidemarie ^a   Abela, Eugenio ^a   Rummel, Christian ^a   Hauf, Martinus ^a   Wiest, Roland ^a   Pollo, Claudio ^a   Schindler, Kaspar ^a  

^a UNIVERSITY OF BERN   (Switzerland)

Author keywords

Epilepsy surgery; Functional brain networks; Quantitative EEG; Symbolic transfer entropy

Indexed keywords

ADOLESCENT; ADULT; BRAIN; CHILD; ELECTROENCEPHALOGRAPHY; ENTROPY; EPILEPSY; FEMALE; HUMAN; MALE; MIDDLE AGED; PATHOPHYSIOLOGY; RETROSPECTIVE STUDY; SEIZURES; SIGNAL PROCESSING; TREATMENT OUTCOME; YOUNG ADULT;

ADOLESCENT; ADULT; BRAIN; CHILD; ELECTROENCEPHALOGRAPHY; ENTROPY; EPILEPSY; FEMALE; HUMANS; MALE; MIDDLE AGED; RETROSPECTIVE STUDIES; SEIZURES; SIGNAL PROCESSING, COMPUTER-ASSISTED; TREATMENT OUTCOME; YOUNG ADULT;

EID: 84939888269     PISSN: 08960267     EISSN: 15736792     Source Type: Journal    
DOI: 10.1007/s10548-014-0370-x     Document Type: Article

References (35)

1. Bondallaz P, Box C, Rossetti AO, Foletti G, Spinelli L, Vulliemoz S, Seeck M, Pollo C (2012) Electrode location and clinical outcome in hippocampal electrical stimulation for mesial temporal lobe epilepsy. Seizure 13:1059–1311
2. Daw CS, Finney CEA, Tracy ER (2013) A review of symbolic analysis of experimental data. Rev Sci Instrum 74:915–930
3. Engel J, Thompson PM, Stern JM, Staba RJ, Bragin A, Mody I (2013) Connectomics and epilepsy. Curr Opin Neurol 26(2):186–194
4. Granger CWJ (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37(3):424–438
5. He B, Yang L, Wilke C, Yuan H (2011) Electrophysiological imaging of brain activity and connectivity-challenges and opportunities. IEEE Trans Biomed Eng 58(7):1918–31
6. Jiruska P, de Curtis M, Jefferys JGR, Schevon CA, Schiff SJ, Schindler K (2013) Synchronization and desynchronization in epilepsy: controversies and hypotheses. J Physiol 591(4):787–97
7. Kaiser A, Schreiber T (2002) Information transfer in continuous processes. Phys D 166(1):43–62
8. Kaminski MJ, Blinowska KJ (1991) A new method of the description of the information flow in the brain structures. Biol Cybern 65:203–210
9. Kramer MA, Eden UT, Kolaczyk ED, Zepeda R, Eskandar EN, Cash SS (2010) Coalescence and fragmentation of cortical networks during focal seizures. J Neurosci 30:10076–10085
10. Kramer MA, Cash SS (2012) Epilepsy as a disorder of cortical network organization. Neuroscientist 18(4):360–372
11. Kramer MA, Truccolo W, Eden UT, Lepage KQ, Hochberg LR, Eskandar EN, Madsen JR, Lee JW, Maheshwari A, Halgren E, Chu CJ, Cash SS (2012) Human seizures self-terminate across spatial scales via a critical transitino. Proc Natl Acad Sci 09(51):21116–21
12. Lemieux L, Daunizeau J, Walker MC (2011) Concepts of connectivity and human epileptic activity. Front Syst Neurosci 5:12
13. Liu YY, Slotine JJ, Barabsi AL (2011) Controlability of complex networks. Nature 473:167–173
14. Lizier JT, Heinzle J, Horstmann A, Haynes JD, Prokopenko M (2011) Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity. J Comput Neurosci 30(1):85–107
15. Lu Y, Yang L, Worrell GA, He B (2012) Seizure source imaging by means of FINE spatio-temporal dipole localization and directed transfer function in partial epilepsy patients. Clin Neurophysiol 123(7):1275–1283
16. Marschinski R, Kantz H (2002) Analysing the information flow between financial time series. Eur Phys J B 3(2):275–281
17. Nichols TE, Holmes AP (2001) Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum Brain Mapp 15:1–25
18. Penfield W, Jasper H (1954) Epilepsy and the functional anatomy of the human brain. Little Brown, Boston
19. Rorden C, Bonilha L, Fridriksson J, Bender B, Karnath HO (2012) Age-specific CT and MRI templates for spatial normalization. Neuroimage 61(4):957–965
20. Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52(3):1059–1069
21. Rummel C, Abela E, Hauf M, Wiest R, Schindler K (2013) Ordinal patterns in epileptic brains: analysis of intracranial EEG and simultaneous EEG-fMRI. Eur Phys J Spec Top 222:569–585
22. Schindler K, Leung H, Elger CE, Lehnertz K (2007) Assessing seizure dynamics by analyzing the correlation structure of multichannel intracranial EEG. Brain 130:65–77
23. Schindler K, Bialonski S, Horstmann MT, Elger CE, Lehnertz K (2008) Evolving functional network properties and synchronizability during human epileptic seizures. Chaos 18:033119
24. Schindler K, Gast H, Stieglitz L, Stibal A, Hauf M, Wiest R, Mariani L, Rummel C (2011) Forbidden ordinal patterns of periictal intracranial EEG indicate deterministic dynamics in human epileptic seizures. Epilepsia 52(10):1771–1780
25. Schindler K, Gast H, Goodfellow M, Rummel C (2012) On seeing the trees and the forest: single-signal and multisignal analysis of periictal intracranial EEG. Epilepsia 53(9):1658–1668
26. Schreiber T (2000) Measuring information transfer. Phys Rev Lett 85:461–464
27. Stam CJ, van Straaten ECW (2012) The organization of physiological brain networks. Clin Neurophysiol 123(6):1067–1087
28. Staniek M, Lehnertz K (2008) Symbolic transfer entropy. Phys Rev Lett 100(15):158101
29. Staniek M, Lehnertz K (2009) Symbolic transfer entropy: inferring directionality in biosignals. Biomed Tech 54(6):323–328
30. Truccolo W, Donoghue JA, Hochberg LR, Eskandar EN, Madsen JR, Anderson WS, Brown EN, Halgren E, Cash SS (2011) Single-neuron dynamics in human focal epilepsy. Nat Neurosc 14:635–641
31. van Diessen E, Diederen SJH, Braun KPJ, Jansen FE, Stam CJ (2013) Functional and structural brain networks in epilepsy: what have we learned? Epilepsia 54(11):1855–1865
32. Warren CP, Hu S, Stead M, Brinkmann BH, Bower MR, Worrell GA (2010) Synchrony in normal and focal epileptic brain: the seizure onset zone is functionally disconnected. J Neurophysiol 104(6):3530–3539
33. Wilke C, Ding L, He B (2008) Estimation of time-varying connectivity patterns through the use of an adaptive directed transfer function. IEEE Trans Biomed Eng 55(11):2557–2564
34. Wilke C, Worrell G, He B (2011) Graph analysis of epileptogenic networks in human partial epilepsy. Epilepsia 52(1):84–93
35. Zanin M, Zunino L, Rosso OA, Papo D (2012) Permutation entropy and its main biomedical and econophysics applications: a review. Entropy 14(8):1553–1577