Alison O'Shea

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 12

Top Topics

Automatic Detection

Mobile Platform

Top Venues

Int. J. Neural Syst.

Publications

Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko
Towards Deeper Neural Networks for Neonatal Seizure Detection. EMBC (2021)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. CoRR (2021)
Sergi Gómez-Quintana, Grainne Cowhig, Marco Borzacchi, Alison O'Shea, Andriy Temko, Emanuel M. Popovici
An EEG analysis framework through AI and sonification on low power IoT edge devices. EMBC (2021)
Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Sean Mathieson, Geraldine B. Boylan, Andriy Temko
Deep Learning for EEG Seizure Detection in Preterm Infants. Int. J. Neural Syst. 31 (8) (2021)
Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Sean Mathieson, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Geraldine B. Boylan, Andriy Temko
Deep Learning for EEG Seizure Detection in Preterm Infants. CoRR (2021)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. Neural Networks 123 (2020)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. EMBC (2018)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. CoRR (2018)
Mark O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Sean Mathieson, Geraldine B. Boylan, Emanuel M. Popovici, Andriy Temko
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms. EMBC (2018)
Mark O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Sean Mathieson, Geraldine B. Boylan, Emanuel M. Popovici, Andriy Temko
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms. CoRR (2018)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal Seizure Detection using Convolutional Neural Networks. CoRR (2017)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection using convolutional neural networks. MLSP (2017)