Neonatal seizure detection using convolutional neural networks. - Alison O'Shea; Gordon Lightbody; Geraldine B. Boylan; Andriy Temko (MLSP, 2017)

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. - Alison O'Shea; Gordon Lightbody; Geraldine B. Boylan; Andriy Temko (EMBC, 2018)

Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms. - Mark E. O'Sullivan; Sergi Gomez 001; Alison O'Shea; Eduard Salgado; Kevin Huillca; Sean Mathieson; Geraldine B. Boylan; Emanuel M. Popovici; Andriy Temko (EMBC, 2018)

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. - Alison O'Shea; Gordon Lightbody; Geraldine B. Boylan; Andriy Temko (Neural Networks, 2020)

Neonatal seizure detection: a deep learning approach. - Alison O'Shea (2020)

Towards Deeper Neural Networks for Neonatal Seizure Detection. - Aengus Daly; Alison O'Shea; Gordon Lightbody; Andriy Temko (EMBC, 2021)

An EEG analysis framework through AI and sonification on low power IoT edge devices. - Sergi Gómez-Quintana 001; Grainne Cowhig; Marco Borzacchi; Alison O'Shea; Andriy Temko; Emanuel M. Popovici (EMBC, 2021)

Deep Learning for EEG Seizure Detection in Preterm Infants. - Alison O'Shea; Rehan Ahmed; Gordon Lightbody; Elena Pavlidis; Rhodri Lloyd; Francesco Pisani; William P. Marnane; Sean Mathieson; Geraldine B. Boylan; Andriy Temko (Int. J. Neural Syst., 2021)

Modelling Individual Experts in Neonatal Seizure Detection Algorithm Development. - Sergio Morant Gálvez; Mark E. O'Sullivan; Brian Henry Walsh; Alison O'Shea (BHI, 2024)