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Journal Articles
- 2023
[j5]Christopher Lundy
, Geraldine B. Boylan, Sean Mathieson, Jacopo Proietti, John M. O'Toole:
Quantitative analysis of high-frequency activity in neonatal EEG. Comput. Biol. Medicine 165: 107468 (2023)- [j4]Mark E. O'Sullivan, Gordon Lightbody, Sean R. Mathieson, William P. Marnane, Geraldine B. Boylan, John M. O'Toole:
Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy. Expert Syst. Appl. 213(Part): 118917 (2023) - 2022
- [j3]Lan Wei, Soraia Ventura, Mary Anne Ryan, Sean Mathieson, Geraldine B. Boylan, Madeleine M. Lowery, Catherine Mooney:
Deep-spindle: An automated sleep spindle detection system for analysis of infant sleep spindles. Comput. Biol. Medicine 150: 106096 (2022) - [j2]Lan Wei, Soraia Ventura, Sean Mathieson, Geraldine B. Boylan, Madeleine M. Lowery, Catherine Mooney:
Spindle-AI: Sleep Spindle Number and Duration Estimation in Infant EEG. IEEE Trans. Biomed. Eng. 69(1): 465-474 (2022) - 2021
- [j1]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): 2150008:1-2150008:16 (2021)
Conference and Workshop Papers
- 2021
- [c3]Sumit A. Raurale, Geraldine B. Boylan, Sean R. Mathieson, William P. Marnane, Gordon Lightbody, John M. O'Toole:
Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG. EUSIPCO 2021: 1177-1181 - 2020
- [c2]Lan Wei, Soraia Ventura, Madeleine M. Lowery, Mary Anne Ryan, Sean Mathieson, Geraldine B. Boylan, Catherine Mooney:
Random Forest-based Algorithm for Sleep Spindle Detection in Infant EEG. EMBC 2020: 58-61 - 2018
- [c1]Mark E. 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: 4881-4884
Informal and Other Publications
- 2024
- [i5]Robert Hogan, Sean R. Mathieson, Aurel Luca, Soraia Ventura, Sean Griffin, Geraldine B. Boylan, John M. O'Toole:
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG. CoRR abs/2405.09911 (2024) - 2022
- [i4]John M. O'Toole, Sean R. Mathieson, Sumit A. Raurale, Fabio Magarelli, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan:
Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy. CoRR abs/2206.04420 (2022) - 2021
- [i3]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 abs/2106.00611 (2021) - 2018
- [i2]Sergi Gomez, Mark E. O'Sullivan, Emanuel M. Popovici, Sean Mathieson, Geraldine B. Boylan, Andriy Temko:
On sound-based interpretation of neonatal EEG. CoRR abs/1806.03047 (2018) - [i1]Mark E. 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 abs/1806.04037 (2018)
Coauthor Index
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