Automatic detection of childhood absence epilepsy seizures: Toward a monitoring device

Pediatric Neurology

Volumn 46, Issue 5, 2012, Pages 287-292

  Duun Henriksen, Jonas ^a,b,c   Madsen, Rasmus E ^c   Remvig, Line S ^c   Thomsen, Carsten E ^d   Sorensen, Helge B D ^a   Kjaer, Troels W ^b  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^b University of Copenhagen   (Denmark)

^c Hypo Safe A/S   (Denmark)

^d UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

ABSENCE; ARTICLE; BENIGN CHILDHOOD EPILEPSY; CHILD; CHILDHOOD ABSENCE EPILEPSY; CLASSIFICATION ALGORITHM; CLINICAL ARTICLE; DIAGNOSTIC ACCURACY; ELECTRODE; ELECTROENCEPHALOGRAM; FALSE NEGATIVE RESULT; FEMALE; HUMAN; MALE; MEDICAL DEVICE; MONITOR; PRIORITY JOURNAL; SCHOOL CHILD; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; BRAIN MAPPING; BRAIN WAVES; CHILD; CHILD, PRESCHOOL; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROENCEPHALOGRAPHY; EPILEPSY, ABSENCE; FEMALE; HUMANS; MALE; MONITORING, PHYSIOLOGIC; SENSITIVITY AND SPECIFICITY; TIME FACTORS;

EID: 84859922857     PISSN: 08878994     EISSN: 18735150     Source Type: Journal    
DOI: 10.1016/j.pediatrneurol.2012.02.018     Document Type: Article

References (38)

1. Commission on Classification and Terminology of the International League Against Epilepsy Proposal for revised classification of epilepsies and epileptic syndromes Epilepsia 30 1989 389 399
2. T.L. Bennett, and M.R. Ho The neuropsychology of pediatric epilepsy and antiepileptic drugs C.R. Reynolds, E. Fletcher-Janzen, Handbook of clinical child neuropsychology 2009 Springer Boston 505 516
3. I. Olsson, and G. Hagberg Epidemiology of absence epilepsy. III. Clinical aspects Acta Paediatr Scand 80 1991 1066 1072
4. P. Loiseau, B. Duché, and J.M. Pédespan Absence epilepsies Epilepsia 36 1995 1182 1186
5. E.C. Wirrell, C.S. Camfield, P.R. Camfield, K.E. Gordon, and J.M. Dooley Long-term prognosis of typical childhood absence epilepsy: Remission or progression to juvenile myoclonic epilepsy Neurology 47 1996 912 918
6. C. Camfield, and P. Camfield Management guidelines for children with idiopathic generalized epilepsy Epilepsia 46 Suppl. 9 2005 112 116 (Pubitemid 44921988)
7. M.R. de Feo, O. Mecarelli, G. Ricci, and M.F. Rina The utility of ambulatory EEG monitoring in typical absence seizures Brain Dev 13 1991 223 227
8. M.S. Duchowny Intensive monitoring in the epileptic child J Clin Neurophysiol 2 1985 203 219 (Pubitemid 15039465)
9. E. Waterhouse New horizons in ambulatory electroencephalography IEEE Eng Med Biol Mag 22 2003 74 80 (Pubitemid 37328165)
10. T. Browne, F. Dreifuss, J. Penry, R. Porter, and B. White Clinical and EEG estimates of absence seizure frequency Arch Neurol 40 1983 469 472
11. M.J. Keilson, W.A. Hauser, J.P. Magrill, and J. Tepperberg Ambulatory cassette EEG in absence epilepsy Pediatr Neurol 3 1987 273 276
12. R.G. Smith, J.C. Houge, and J.G. Webster Portable device for detection of petit mal epilepsy IEEE Trans Biomed Eng 26 1979 445 450 (Pubitemid 9248590)
13. R. Quy, P. Fitch, and R. Willison High-speed automatic analysis of EEG spike and wave activity using an analogue detection and microcomputer plotting system Electroencephalogr Clin Neurophysiol 49 1980 187 189 (Pubitemid 10014285)
14. D.J. Koffler, and J. Gotman Automatic detection of spike-and-wave bursts in ambulatory EEG recordings Electroencephalogr Clin Neurophysiol 61 1985 165 180 (Pubitemid 16237191)
15. J.R. Carrie, and J.D. Frost Clinical evaluation of a method of quantification of generalized spike-wave EEG patterns by computer during prolonged recordings Comput Biomed Res 10 1977 449 457 (Pubitemid 8210332)
16. G. Baier, T. Hermann, S. Sahle, and U. Stephani Sonified epileptic rhythms Proc Conf Audit Display 2006 148 151
17. A. Shoeb, H. Edwards, J. Connolly, B. Bourgeois, S.T. Treves, and J. Guttag Patient-specific seizure onset detection Epilepsy Behav 5 2004 483 498 (Pubitemid 39060703)
18. A.B. Gardner, A.M. Krieger, G. Vachtsevanos, and B. Litt One-class novelty detection for seizure analysis from intracranial EEG J Mach Learn Res 7 2006 1025 1044 (Pubitemid 43927030)
19. J. Henriksen, L.S. Remvig, and R.E. Madsen Automatic seizure detection: Going from sEEG to iEEG Conf Proc IEEE Eng Med Biol Soc 2010 2431 2434
20. H. Adeli, Z. Zhou, and N. Dadmehr Analysis of EEG records in an epileptic patient using wavelet transform J Neurosci Methods 123 2003 69 87 (Pubitemid 36173654)
21. The MathWorks, Inc Wavelet toolbox. Version 4.3 2008 The MathWorks, Inc. Natick, MA
22. A. Subasi Automatic detection of epileptic seizure using dynamic fuzzy neural networks Expert Syst Appl 31 2006 320 328
23. T. Joachims Making large-scale support vector machine learning practical B. Schölkopf, C.J.C. Burges, A.J. Smola, Advances in kernel methods: Support vector learning 1999 MIT Press Cambridge, MA 169 184
24. P. Refaeilzadeh, L. Tang, and H. Liu Cross-validation L. Liu, M.T. Özsu, Encyclopedia of database systems 2009 Springer Publishing Company New York 512 538
25. P. Gloor Generalized epilepsy with spike-and-wave discharge: A reinterpretation of its electrographic and clinical manifestations. The 1977 William G. Lennox Lecture, American Epilepsy Society Epilepsia 20 1979 571 588 (Pubitemid 10225151)
26. A. Subasi Application of adaptive neuro-fuzzy inference system for epileptic seizure detection using wavelet feature extraction Comput Biol Med 37 2007 227 244 (Pubitemid 44909087)
27. P. Xanthopoulos, S. Rebennack, and C.-C. Liu A novel wavelet based algorithm for spike and wave detection in absence epilepsy Conf Proc IEEE BIBE 2010 14 19
28. E.B. Petersen, J. Duun-Henriksen, A. Mazzaretto, T.W. Kjaer, C.E. Thomsen, and H.B.D. Sorensen Generic single-channel detection of absence seizures Conf Proc IEEE Eng Med Biol 2011 4820 4823
29. S.B. Wilson Algorithm architectures for patient dependent seizure detection Clin Neurophysiol 117 2006 1204 1216 (Pubitemid 43825773)
30. G.R. Minasyan, J.B. Chatten, M.J. Chatten, and R.N. Harner Patient-specific early seizure detection from scalp electroencephalogram J Clin Neurophysiol 27 2010 163 178
31. J. Duun-Henriksen, T.W. Kjaer, R.E. Madsen, L.S. Remvig, C.E. Thomsen, and H.B.D. Sorensen Channel selection for automatic seizure detection Clin Neurophysiol 123 2011 84 92
32. D.J. Goode, J.K. Penry, and F.E. Dreifuss Effects of paroxysmal spike-wave on continuous visual-motor performance Epilepsia 11 1970 241 254
33. J. Opp, D. Wenzel, and U. Brandl Visuomotor coordination during focal and generalized EEG discharges Epilepsia 33 1992 836 840
34. T.R. Browne, J.K. Penry, R.J. Porter, and F.E. Dreifuss Responsiveness before, during, and after spike-wave paroxysms Neurology 24 1974 659 665
35. C.A. Galimberti, R. Manni, L. Parietti, E. Marchioni, and A. Tartara Drug withdrawal in patients with epilepsy: Prognostic value of the EEG Seizure 2 1993 213 220
36. R.H. Caraballo, E. Fontana, and F. Darra Childhood absence epilepsy and electroencephalographic focal abnormalities with or without clinical manifestations Seizure 17 2008 617 624
37. H. Yoshinaga, Y. Ohtsuka, and K. Tamai EEG in childhood absence epilepsy Seizure 13 2004 296 302 (Pubitemid 38787103)
38. E. Mariani, L.N. Rossi, and S. Vajani Interictal paroxysmal EEG abnormalities in childhood absence epilepsy Seizure 20 2011 299 304