Neonatal Seizure Detection Using Deep Convolutional Neural Networks

Amir H. Ansari, Perumpillichira J. Cherian, Alexander Caicedo, Gunnar Naulaers, Maarten De Vos, Sabine Van Huffel
2018 International Journal of Neural Systems  
of 77% using a test set of EEG recordings of 22 neonates that also included dubious seizures. The newly proposed CNN classifier outperformed three data-driven feature-based approaches and performed similar to a previously developed heuristic method.
doi:10.1142/s0129065718500119 pmid:29747532 fatcat:lxnu3iyui5gbnbe7czyyepg3q4