Spike detection algorithm automatically adapted to individual patients applied to spike and wave percentage quantification

Neurophysiologie Clinique

Volumn 39, Issue 2, 2009, Pages 123-131

  Nonclercq, A ^a   Foulon, M ^b   Verheulpen, D ^b,c   De Cock, C ^b   Buzatu, M ^c   Mathys, P ^a   Van Bogaert, P ^c  

^a UNIVERSITÉ LIBRE DE BRUXELLES   (Belgium)

^b Centre Hospitalier Universitaire de Charleroi   (Belgium)

^c ERASME HOSPITAL   (Belgium)

Author keywords

Continuous spike and waves during slow sleep; Epilepsy; Fully automated system; Self organized learning; Template matching

Indexed keywords

ALGORITHM; ARTICLE; CHILD; CLINICAL ARTICLE; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; EPILEPSY; FEMALE; HUMAN; MALE; PARAMETER; PERFORMANCE; PERFORMANCE MEASUREMENT SYSTEM; PRESCHOOL CHILD; SCHOOL CHILD; SLOW WAVE SLEEP; SPIKE WAVE;

ADOLESCENT; ALGORITHMS; CHILD; ELECTROENCEPHALOGRAPHY; EPILEPSY; FEMALE; HUMANS; MALE; MONITORING, PHYSIOLOGIC; OBSERVER VARIATION; POLYSOMNOGRAPHY; REPRODUCIBILITY OF RESULTS; SLEEP DISORDERS, INTRINSIC;

EID: 65949118931     PISSN: 09877053     EISSN: 17697131     Source Type: Journal    
DOI: 10.1016/j.neucli.2008.12.001     Document Type: Article

References (18)

1. Adjouadi M., Cabrerizo M., Ayala M., Sanchez M., Yaylali I., Jayakar P., et al. Detection of interictal spikes and artifactual data through orthogonal transformations. Clin Neurophysiol 22 (2005) 53-64
2. Aeby A., Poznanski N., Verheulpen D., Wetzburger C., and Van Bogaert P. Levetiracetam efficacy in epileptic syndromes with continuous spikes and waves during slow sleep: experience in 12 cases. Epilepsia 46 (2005) 1937-1942
3. Black M.A., Jones R.D., Carroll G.J., Dingle A.A., Donaldson I.M., and Parkin P.J. Real-time detection of epileptiform activity in the EEG: a blinded clinical trial. Clin Electroencephalogr 31 (2000) 122-130
4. Brown M., Porter B., Dlugos D., Keating J., Gardner A., Storm Jr. P., et al. Comparison of novel computer detectors and human performance for spike detection in intracranial EEG. Clin Neurophysiol 118 (2007) 1744-1752
5. Chatrian G.E., Bergamini L., Dondey M., Klass D.W., Lennox-Buchthal M., and Petersen I. A glossary of terms most commonly used by clinical electroencephalographers. Electroencephalogr Clin Neurophysiol 37 (1974) 538-548
6. Cohen J. Weighted kappa: Nominal scale agreement with provision for scaled disagreement or partial credit. Psychol Bull 70 (1968) 213-220
7. In: Douglas G.A. (Ed). Practical statistics for medical research (1994), Chapman & Hall, London
8. Hellmann G. Multifold features determine linear equation for automatic spike detection applying neural nin interictal ECoG. Clin Neurophysiol 110 (1999) 887-894
9. Liu H.S., Zhang T., and Yang F.S. A multistage, multimethod approach for automatic detection and classification of epileptiform EEG. IEEE Trans Biomed Eng 49 (2002) 1557-1566
10. Pan J., and Tompkins W. A real-time QRS detection algorithm. IEEE Trans Biomed Eng 32 (1985) 230-236
11. Pola P., and Romagnoli O. Automatic analysis of interictal epileptic activity related to its morphological aspects. Electroencephalogr Clin Neurophysiol 46 (1979) 227-231
12. Quian J., Barlow J.S., and Beddoes M.P. A simplified arithmetic detector for EEG sharp transients. Preliminary results. IEEE Trans Biomed Eng 35 (1988) 11-18
13. Sankar R., and Natour J. Automatic computer analysis of transients in EEG. Comput Biol Med 22 (1992) 407-422
14. Tassinari C.A., Rubboli G., Volpi L., Meletti S., d'Orsi G., Franca M., et al. Encephalopathy with electrical status epilepticus during slow sleep or ESES syndrome including the acquired aphasia. Clin Neurophysiol 111 (2000) 94-102
15. Van Bogaert P., Aeby A., de Borchgrave V., De Cocq C., Deprez M., De Tiège X., et al. The epileptic syndromes with continuous spikes and waves during slow sleep: definition and management guidelines. Acta Neurol Belg 106 (2006) 52-60
16. Wahlberg P., and Lantz G. Methods for robust clustering of epileptic EEG spikes. IEEE Trans Biomed Eng 47 (2000) 857-868
17. Wilson S., Harner R., Duffy F., Tharp B., Nuwer M., and Sperling M. Spike detection I: Correlation and reliability of human experts. Electroencephalogr Clin Neurophysiol 98 (1996) 186-198
18. Wilson S., and Emerson R. Spike detection: a review and comparison of algorithms. Clin Neurophysiol 113 (2002) 767-791