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The suppression curve as a new representation of the premature EEG maturation
BMC Neuroscience volume 16, Article number: P216 (2015)
Automated analysis of premature electroencephalogram (EEG) for diagnosis is a crucial step to reduce the workload of neurologists. The grade of discontinuity gives important information about the maturation . For normal maturation, the discontinuous pattern gradually evolves into a more continuous pattern. This means, interburst intervals (IBI), periods of low activity, become shorter. We have defined the suppression curve (SC), which is a "measure of discontinuity"  (Figure 1A). All data for this study were recorded at the Neonatal Intensive Care Unit, University Hospital Gasthuisberg, Leuven, Belgium. The dataset consisted of 170 EEG recordings (8 channels, 250 Hz) of 93 preterm infants with a postmenstrual age (PMA) of 24-40 weeks. Some maturational features are extracted from the discontinuous periods, like the IBI length and the synchrony index. However, the SC on itself gives also relevant information about the maturation. Taking the mean of every SC, we can find a correlation with the age till 34 weeks PMA (Figure 1B). Few outliers (abnormal EEG) are excluded. After that age, the patient is called late preterm or even term, and the EEG pattern is in normal condition mostly continuous (low values of the SC).
In conclusion, this research adds another valuable feature for the automated analysis of premature background EEG, which would improve the overall assessment in the NICU for EEG diagnosis
André M, Lamblin MD, d'Allest AM, Curzi-Dascalova L, Moussalli-Salefranque F, Nguyen S, et al: Electroencephalography in premature and full-term infants. Developmental features and glossary. Clin Neurophysiol. 2010, 40 (2): 59-124.
Koolen N, Jansen K, Vervisch J, Matic V, De Vos M, Naulaers G, Van Huffel S: Line length as a robust method to detect high-activity events: Automated burst detection in premature EEG recordings. Clin Neurophysiol. 2014, 125 (10): 1985-1994.
Research Council KUL: GOA/10/09 MaNet, CoE PFV/10/002 (OPTEC); PhD/Postdoc grants; Flemish Government: FWO, IWT: projects: TBM 110697-NeoGuard; PhD/Postdoc grants; Belgian Federal Science Policy Office: IUAP P7/19/ (DYSCO); EU: ERC Advanced Grant: BIOTENSORS (n° 339804).
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Koolen, N., Dereymaeker, A., Jansen, K. et al. The suppression curve as a new representation of the premature EEG maturation. BMC Neurosci 16, P216 (2015). https://doi.org/10.1186/1471-2202-16-S1-P216
- Neonatal Intensive Care Unit
- Automate Analysis
- Maturational Feature
- Late Preterm
- Suppression Curve