Sean Mathieson

According to our database, Sean Mathieson authored at least 15 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Classification of Hypoxic Ischemic Encephalopathy (HIE) in Neonates Using ECG and a Transformer-Based Model.

Kimia Rezaei, Sean R. Mathieson, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

IEEE Access, 2026

Investigating the Applicability of ECG Signals for Neonatal Seizure Detection Using ECG Spectrograms and CNN-ViT.

Kimia Rezaei, Sean R. Mathieson, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

2025

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

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

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Assessing the Effectiveness of Heart Rate Variability as A Diagnostic Tool for Brain Injuries in Infants.

Kimia Rezaei, Kaiyu Yu, Sean R. Mathieson, Andrew Flynn, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

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, October, 2023

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

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

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

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

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

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

Proceedings of the 29th European Signal Processing Conference, 2021

2020

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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2018

On sound-based interpretation of neonatal EEG.

Sergi Gomez, Mark E. O'Sullivan, Emanuel M. Popovici, Sean Mathieson, Geraldine B. Boylan, Andriy Temko

CoRR, 2018

Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms.

Mark E. O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Sean Mathieson, Geraldine B. Boylan, Emanuel M. Popovici, Andriy Temko

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018