Generic single-channel detection of absence seizures

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 4820-4823

  Petersen, Eline B ^a   Duun Henriksen, Jonas ^a,c   Mazzaretto, Andrea ^a   Kjar, Troels W ^b   Thomsen, Carsten E ^d   Sorensen, Helge B D ^a  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^b Rigshospitalet   (Denmark)

^c Hypo Safe A/S   (Denmark)

^d UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

ABSENCE SEIZURE; DETECTION LATENCY; ENERGY CONTENT; FALSE DETECTIONS; GENERIC METHOD; GRAPHICAL VISUALIZATION; PERFORMANCE BASED; POSITIVE PREDICTIVE VALUES; SEIZURE DETECTION; SINGLE-CHANNEL; SUB-BANDS;

ELECTROPHYSIOLOGY; VISUALIZATION; WAVELET TRANSFORMS;

ELECTROENCEPHALOGRAPHY;

ABSENCE; ARTICLE; ELECTROENCEPHALOGRAPHY; FEMALE; HUMAN; MALE; PATHOPHYSIOLOGY;

ELECTROENCEPHALOGRAPHY; EPILEPSY, ABSENCE; FEMALE; HUMANS; MALE;

EID: 84055199806     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091194     Document Type: Conference Paper

References (10)

1. P. Loiseau and C. P. Panayiotopoulos, "Childhood absence epilepsy", International League Against Epilepsy (ILAE), 2002.
2. P.L. Pearl and G.L. Holms, "Absence Seizures", in Pediatric Epilepsy: Diagnosis and Therapy, Demos, 2008, chapter 22.
3. I. Soltesz and K. Staley, "Computational Neuroscience in Epilepsy", Elsevier Inc, 2008, chapters 28 and 32.
4. G. Baier, T. Hermann, S. Sahle and U. Stephani, "Sonified Epileptic Rythms", in Preceedings of the 12th International Conference on Auditory Display, London, UK, 2006, pp. 148-151.
5. A. Shoeb, H. Edwards, J. Connolly, B. Bourgeois, S.T. Treves and J. Guttag, "Patient-Specific Seizure Onset Detection", Epilepsy & Behavior, vol. 5, 2004, pp 483-493.
6. J. Henriksen, L.S. Remvig, R.E. Madsen, I. Conradsen, T.W. Kjær and H.B.D. Sorensen. "Automatic Seizures Detection: Going from sEEG to iEEG", in 32nd Annual Internatinoal Conference of the IEEE EMBS, 2010, pp 2431-2434.
7. C. M. Bishop. "Pattern Recognition and Machine Learning" ,Springer, 2006.
8. T. Joachims, "Learning to classify text using support vector machines: Methods, theory, and algorithms", Computational Lingustics, vol. 29, 2002, pp 655-661.
9. R. Ferri, G. Iliceto, and V. Carlucci. "Topographic EEG Mapping of 3/s Spike-and-Wave Complexes during Absence Seizures".The Italian Journal of Neurological Sciences, vol. 16, 1995, pp 541-547.
10. D.J. Koffler and J. Gotman "Automatic Detection of Spike-and-Wave Bursts in Ambulatory EEG Recordings". Electroencephalography and clinical Neurophysiology, vol. 61, 1985, pp 165-180.