Detection and Severity Identification of Neonatal Seizure Using Deep Convolutional Neural Networks from Multichannel EEG Signal.

Biniam Seifu DebeloBheema Lingaiah ThamineniHanumesh Kumar DasariAhmed Ali Dawud

Published in: Pediatric health, medicine and therapeutics (2023)

The developed system was capable of detecting neonatal seizures and has the potential to be used as a decision-making tool in resource-limited areas with a scarcity of expert neurologists.

Keyphrases

convolutional neural network
decision making
deep learning
temporal lobe epilepsy
functional connectivity
working memory
loop mediated isothermal amplification
clinical practice
risk assessment