Advanced Detection of Pre-Ictal Stages in Epilepsy Using Convolutional Neural Networks and Automated Feature Extraction

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21 Oct 2026 0 comments

During a seizure, the neurons in the brain are firing abnormally. It is important to identify the symptoms to stop the spread of the virus, as a late diagnosis greatly increases the risk of infecting others. The domain is still heavily biased towards the use of just a few publicly available scalp EEG datasets (for instance, CHB/MIT) and has barely scratched the surface in relation to the use of iEEGs with little consideration for multi-centre or private datasets. Class imbalance, where preictals...