145 citations · 200 across the 7 of their papers we have counts for
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stat.ML2018
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance
Alison O'Shea, Gordon Lightbody, Geraldine Boylan +1
This study presents a novel, deep, fully convolutional architecture which is optimized for the task of EEG-based neonatal seizure detection. Architectures of different depths were…
stat.ML2017
Neonatal Seizure Detection using Convolutional Neural Networks
Alison O'Shea, Gordon Lightbody, Geraldine Boylan +1
This study presents a novel end-to-end architecture that learns hierarchical representations from raw EEG data using fully convolutional deep neural networks for the task of neonat…