An algorithm for the automatic detection of seizures in neonatal amplitude-integrated EEG

Acta Paediatrica, International Journal of Paediatrics

Volumn 96, Issue 5, 2007, Pages 674-680

  Lommen, C M L ^a,d   Pasman, J W ^b   Van Kranen, V H J M ^c   Andriessen, P ^a   Cluitmans, P J M ^d   Van Rooij, L G M ^e   Bambang Oetomo, S ^a  

^a MÁXIMA MEDICAL CENTER   (Netherlands)

^b RADBOUD UNIVERSITY MEDICAL CENTER   (Netherlands)

^c MAASTRICHT UNIVERSITY MEDICAL CENTER   (Netherlands)

^d EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^e UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

Author keywords

Cerebral function monitor; Detection; Neonatal seizures

Indexed keywords

ALGORITHM; ARTICLE; ASPHYXIA; BRAIN FUNCTION; CLINICAL ARTICLE; CLINICAL PRACTICE; COMPUTER ASSISTED DIAGNOSIS; CORRELATION COEFFICIENT; ELECTROENCEPHALOGRAPHY; HUMAN; MONITOR; NEUROPHYSIOLOGY; NEWBORN; PRIORITY JOURNAL; SCREENING; SEIZURE; SENSITIVITY ANALYSIS;

ALGORITHMS; ARTIFACTS; ELECTROENCEPHALOGRAPHY; HUMANS; INFANT, NEWBORN; SEIZURES;

EID: 34247489246     PISSN: 08035253     EISSN: 16512227     Source Type: Journal    
DOI: 10.1111/j.1651-2227.2007.00223.x     Document Type: Article

References (34)

1. Binnie C, Cooper R, Maugière R, Osselton J, Prior P, Tedman B. Clinical neurophysiology: EEG, paediatric neurophysiology, special techniques and applications. Amsterdam : Elsevier, 2003.
2. Volpe JJ. Neurology of the newborn. 3rd ed. Philadelphia, PA : WB Saunders, 1995 : 172 207.
3. Lombroso CT. Neonatal seizures: a clinician's overview. Brain Dev 1996 18 : 1 28.
4. Holmes GL, Ben-Ari Y. The neurobiology and consequences of epilepsy in the developing brain. Pediatr Res 2001 49 : 320 25.
5. Scher MS. Neonatal seizures and brain damage. Pediatr Neurol 2003 29 : 381 90.
6. Hellström-Westas L, Rosén I, Swenningsen NW. Silent seizures in sick infants in early life. Acta Paediatr Scand 1985 74 : 741 8.
7. Boylan GB, Rennie JM, Pressler RM, Wilson G, Morton M, Binnie CD. Phenobarbitone, neonatal seizures, and video-EEG. Arch Dis Child Fetal Neonatal Ed 2002 86 : F165 F170.
8. Stockard-Pope JE, Werner SS, Beckford RG. Atlas of neonatal electroencephalography. 2nd ed. New York : Raven Press, 1992.
9. Niedermeyer E, Lopes da Silva F. Electroenecphalography, basic principles, clinical applications, and related fields. 5th ed. Philadephia : Lippincott Williams & Wilkins, 2005.
10. Shewmon DA. What is a neonatal seizure? Problems in definition and quantification for investigative and clinical purposes. J Clin Neurophysiol 1990 7 : 315 68.
11. Maynard DE, Prior PF, Scott DF. Device for continuous monitoring of cerebral activity in resuscitated patients. Br Med J 1969 11 : 545 6.
12. Bjerre I, Hellström-Westas L, Rosén I, Svenningsen N. Monitoring of cerebral function after severe asphyxia in infancy. Arch Dis Child 1983 58 : 997 1002.
13. Hellström-Westas L, de Vries LS, Rosén I. An atlas of ampitude-integrated EEGs in the newborn. London : Parthenon Publishing, 2003.
14. Toet MC, van der Meij W, de Vries LS, Uiterwaal CSPM, van Huffelen KC. Comparison between simultaneously recorded amplitude integrated electroencephalogram (cerebral function monitor) and standard electroencephalogram in neonates. Pediatrics 2002 109 : 772 9.
15. Shany E. The influence of phenobarbital overdose on aEEG recording. Eur J Paediatr Neurol 2004 8 : 323 5.
16. de Vries LS, Hellström-Westas L. Role of cerebral function monitoring in the newborn. Arch Dis Child Fetal Neonatal Ed 2005 90 : F201 F207.
17. Greisen G. Tape-recorded EEG and the cerebral function monitor: amplitude-integrated, time compressed EEG. J Perinat Med 1994 22 : 541 6.
18. Rennie JM, Chorley G, Boylan GB, Pressler R, Nguyen Y, Hooper R. Non-expert use of the cerebral function monitor for neonatal seizure detection. Arch Dis Child Fetal Neonatal Ed 2004 89 : F37 40.
19. Toet MC, Hellström-Westas L, Groenendaal F, Eken P, Vries LS. Amplitude integrated EEG 3 and 6 hours after birth in full term neonates with hypoxic-ischaemic encephalopathy. Arch Dis Child Fetal Neontal Ed 1999 81 : F19 F23.
20. Sarnat HB, Sarnat MS. Neonatal encephalopathy following fetal distress. A clinical and electroencephalographic study. Arch Neurol 1976 33 : 696 705.
21. Evans D, Levene M. Neonatal seizures. Arch Dis Child Fetal Neonatal Ed 1998 78 : 70 5.
22. Streiner DL, Norman GR. Health measurement scales. A practical guide to their development and use. New York : Oxford University Press, 2003.
23. Shrout PE, Fleiss JL. Intraclass correlations: uses in assessing rater reliability. Psychol Bull 1979 86 : 420 8.
24. Armitage P, Berry G. Statistical methods in medical research. 3rd ed. Oxford : Blackwell Scientific Publications, 1994.
25. Liu A, Hahn JS, Heldt GP, Coen RW. Detection of neonatal seizures through computerized analysis. Electroencephalogr Clin Neurophysiol 1992 82 : 30 7.
26. Gotman J, Flanagan D, Zhang J, Rosenblatt B. Automatic seizure detection in the newborn: methods and initial evaluation. Electroencephalogr Clin Neurophysiol 1997 103 : 356 62.
27. Gotman J, Flanagan D, Rosenblatt B, Bye A, Mizrahi EM. Evaluation of an automatic seizure detection method for the newborn EEG. Electroencephalogr Clin Neurophysiol 1997 103 : 363 9.
28. Hassanpour H, Mesbah M, Boashash B. Time-frequency based newborn EEG seizure detection using low and high frequency signatures. Physiol Meas 2004 25 : 935 44.
29. Kitayama M, Otsubo H, Parvez S, Lodha A, Ying E, Parvez B, et al. Wavelet analysis for neonatal electroencephalographic seizures. Pediatr Neurol 2003 29 : 326 33.
30. Smit L, Vermeulen RJ, Fetter WPF, Strijers RLM, Stam CJ. Neonatal seizure monitoring using non-linear EEG analysis. Neuropediatrics 2004 35 : 329 35.
31. Navakatikyan MA, Colditz PB, Burke CJ, Inder TE, Richmond J, Williams CE. Seizure detection algorithm for neonates based on wave-sequence analysis. Clin Neurophysiol 2006 117 : 1190 203.
32. Mizrahi EM. Acute and chronic effects of seizures in the developing brain: lessons from clinical experience. Epilepsia 1999 40 (Suppl. 1 42 50.
33. Holmes GL, Khazipov R, Ben-Ari Y. New concepts in neonatal seizures. NeuroReport 2002 13 : A3 8.
34. Ben-Ari Y, Holmes GL. Effects of seizures on developmental processes in the immature brain. Lancet Neurol 2006 5 : 1055 63.