Neonatal EEG audification for seizure detection

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Abstract

Technologies for automated detection of neonatal seizures are gradually moving towards cot-side implementation. The aim of this paper is to present an alternative way to visualize the output of a neonatal seizure detection algorithm. For this purpose audified neonatal EEG is considered. The EEG is audified with the aid of the neonatal seizure detection algorithm which selects the representative channels for stereo audio image and controls the signal gain. A survey on the usefulness and accuracy of the presented audification method has been performed. The results of the audification method compare favourably to that of using amplitude integrated EEG for detection of neonatal seizures.

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Temko, A., Marnane, W., Boylan, G., O’Toole, J. M., & Lightbody, G. (2014). Neonatal EEG audification for seizure detection. In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 (pp. 4451–4454). Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/EMBC.2014.6944612

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