Neonatal EEG sleep stages modelling by temporal profiles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4739 LNCS, Issue , 2007, Pages 195-201

  Krajča, Vladimír ^a   Petránek, Svojmil ^a   Mohylova, Jitka ^b   Paul, Karel ^c   Gerla, Václav ^d   Lhotská, Lenka ^d  

^a UNIVERSITY HOSPITAL BULOVKA   (Czech Republic)

^b VSB TECHNICAL UNIVERSITY OF OSTRAVA   (Czech Republic)

^c INSTITUTE FOR THE CARE OF MOTHER AND CHILD   (Czech Republic)

^d CZECH TECHNICAL UNIVERSITY IN PRAGUE   (Czech Republic)

Author keywords

Adaptive segmentation; Cluster analysis; EEG; Neonates; Sleep stages; Temporal profile

Indexed keywords

CLUSTER ANALYSIS; ELECTROENCEPHALOGRAPHY; SLEEP RESEARCH;

ADAPTIVE SEGMENTATION; SLEEP STAGES; TEMPORAL PROFILES;

NEONATAL MONITORING;

EID: 38449090400     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75867-9_25     Document Type: Conference Paper

References (9)

1. Bodenstein, G., Praetorius, H.M.: Feature extraction from the Electroencephalogram by adaptive segmentation. Proc. of the IEEE 65(5), 642-652 (1977)
2. Barlow, J.S.: Computer characterization of trace' alternant and REM patterns in the neonatal EEG by adaptive segmentation-an exploratory study. Electroenceph Clin. Neurophysiol. 60, 163-173 (1985)
3. Krajca, V., Petranek, S., Pataková, I., Varri, A.: Automatic identification of significant graphoelements in multi-channel EEG recordings by adaptive segmentation and fuzzy clustering. Int. J. Biomed. Compute. 28, 71-89 (1991)
4. Paul, K., Krajca, V., Roth, Z., Melichar, J., Petranek, S.: Comparison of quantitative EEG characteristics of quiet and active sleep in newborns. Sleep Medicine 4, 543-552 (2003)
5. Paul, K., Krajča, V., Roth, Z., Melichar, J., Petranek, S.: Quantitative topographic differentiation of the neonatal EEG. Clinical Neurophysiology 117, 2050-2058 (2006)
6. Bezdek, J.C.: Pattern Recognition with Fuzzy Objective Functions Algorithms. Plenum Press, New York (1981)
7. Krajča, V., Mohylová, J., Paul, K., Petranek, S.: Automatic detection of sleep stages in preterm neonates by exploring the time structure of EEG, The 3rd European Medical and Biological Conference EMBEC 2005 (November 20-25, 2005), Prague (2005)
8. Krajca, V., Petranek, S., Paul, K., Matoušek, M., Mohylova, J., Lhotska, L.: Automatic Detection of Sleep Stages in Neonatal EEG Using the Structural Time Profiles. In: EMBC05, Proceedings of the 27th Annual International Conference of the IEEE-EMBS (September 1-4, 2005), Shanghai, China (2005)
9. Scher, M.S., Jones, B.L., Steppe, D.A., Cork, D.L., Seltman, H.J., Banks, D.L.: Functional brain maturation in neonates as measured by EEG-sleep analyses. Clin. Neurophysiol. 114, 875-882 (2003)