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)

On sound-based interpretation of neonatal EEG. - Sergi Gomez 001; Mark E. O'Sullivan; Emanuel M. Popovici; Sean Mathieson; Geraldine B. Boylan; Andriy Temko (CoRR, 2018)

Random Forest-based Algorithm for Sleep Spindle Detection in Infant EEG. - Lan Wei; Soraia Ventura; Madeleine M. Lowery; Mary Anne Ryan; Sean Mathieson; Geraldine B. Boylan; Catherine Mooney (EMBC, 2020)

Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG. - Sumit A. Raurale; Geraldine B. Boylan; Sean R. Mathieson; William P. Marnane; Gordon Lightbody; John M. O'Toole (EUSIPCO, 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)

Deep-spindle: An automated sleep spindle detection system for analysis of infant sleep spindles. - Lan Wei; Soraia Ventura; Mary Anne Ryan; Sean Mathieson; Geraldine B. Boylan; Madeleine M. Lowery; Catherine Mooney (Comput. Biol. Medicine, 2022)

Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy. - John M. O'Toole; Sean R. Mathieson; Sumit A. Raurale; Fabio Magarelli; William P. Marnane; Gordon Lightbody; Geraldine B. Boylan (CoRR, 2022)

Spindle-AI: Sleep Spindle Number and Duration Estimation in Infant EEG. - Lan Wei; Soraia Ventura; Sean Mathieson; Geraldine B. Boylan; Madeleine M. Lowery; Catherine Mooney (IEEE Trans. Biomed. Eng., 2022)

Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy. - Mark E. O'Sullivan; Gordon Lightbody; Sean R. Mathieson; William P. Marnane; Geraldine B. Boylan; John M. O'Toole (Expert Syst. Appl., 2023)

Quantitative analysis of high-frequency activity in neonatal EEG. - Christopher Lundy; Geraldine B. Boylan; Sean Mathieson; Jacopo Proietti; John M. O'Toole (Comput. Biol. Medicine, 2023)

Assessing the Effectiveness of Heart Rate Variability as A Diagnostic Tool for Brain Injuries in Infants. - K. Rezaei; K. Yu; Sean R. Mathieson; A. Flynn; Gordon Lightbody; Geraldine B. Boylan; William P. Marnane (EMBC, 2024)

Detection of Neurovascular Coupling in Full-Term Neonates Using Wavelet Coherence and Phase-Locking Value. - Kaiyu Yu; Sean Mathieson; Andrew Flynn; Eugene M. Dempsey; Aisling Garvey; Geraldine B. Boylan; William P. Marnane; Gordon Lightbody (EMBC, 2024)

Scaling convolutional neural networks achieves expert level seizure detection in neonatal EEG. - Robert Hogan; Sean R. Mathieson; Aurel Luca; Soraia Ventura; Sean Griffin; Geraldine B. Boylan; John M. O'Toole (npj Digit. Medicine, 2025)