145 citations · 215 across the 4 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
q-bio.NC2018
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms
Mark O'Sullivan, Sergi Gomez, Alison O'Shea +6
This paper proposes and implements an intuitive and pervasive solution for neonatal EEG monitoring assisted by sonification and deep learning AI that provides information about neo…
stat.ML2018★ 15 cited
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…