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Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture


May 28, 2021
Alison O'Shea, Gordon Lightbody, Geraldine Boylan, Andriy Temko

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* Neural Networks (2020) 

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Deep Learning for EEG Seizure Detection in Preterm Infants


May 28, 2021
Alison OShea, Rehan Ahmed, Gordon Lightbody, Sean Mathieson, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, Willian Marnane, Geraldine Boylan, Andriy Temko

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* Int J Neural Syst (2021) 

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Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach


Feb 24, 2021
Eoin Brophy, Maarten De Vos, Geraldine Boylan, Tomas Ward

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Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms


Jun 08, 2018
Mark O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Sean Mathieson, Geraldine Boylan, Emanuel Popovici, Andriy Temko

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* EMBC 2018 

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Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance


Jun 08, 2018
Alison O'Shea, Gordon Lightbody, Geraldine Boylan, Andriy Temko

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* EMBC 2018 

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Neonatal Seizure Detection using Convolutional Neural Networks


Sep 18, 2017
Alison O'Shea, Gordon Lightbody, Geraldine Boylan, Andriy Temko

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* IEEE International Workshop on Machine Learning for Signal Processing 

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