COORDINATION AND TIMING OF HEART RATE COMPONENTS OF CHILDREN AND ADOLESCENTS WITH TEMPORAL LOBE EPILEPSY
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK(2013)
Abstract
The aim of our study was to reveal specific patterns of the heart rate variability (HRV) during preictal, ictal, and post-ictal periods in epileptic children. The continuous Morlet-wavelet transform was adapted to explore the time-frequency characteristics of the HRV (scalogram, linear and non-linear phase locking, and band-power analyses). The empirical mode decomposition was used to separate HRV components (e.g. blood-pressure-related waves and respiratory sinus arrhythmia). Their time-variant non-linear predictability was analysed (point prediction error). Timing and coordination of HRV components occurs 100 s before seizure onset producing a higher degree of synchronization and a higher predictability of HRV. The combined use of advanced linear and non-linear methods is crucial for this result.
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Key words
children,epilepsy,heart rate variability,signal-adaptive decomposition,time-frequency analysis
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