Geraldine B. Boylan

According to our database, Geraldine B. Boylan authored at least 66 papers between 2005 and 2024.

Collaborative distances:

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

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

CoRR, 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

Neonatal Hypoxic-ischemic Encephalopathy Grading from Multi-channel EEG Time-series Data Using a Fully Convolutional Neural Network.

Shuwen Yu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the 19th International Conference on Natural Computation, 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

Improved Electrode Motion Artefact Denoising in ECG Using Convolutional Neural Networks and a Custom Loss Function.

Eoin Brophy, Bryan M. Hennelly, Maarten De Vos, Geraldine B. Boylan, Tomás Ward

IEEE Access, 2022

2021

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

Eoin Brophy, Maarten De Vos, Geraldine B. Boylan, Tomás Ward

Sensors, 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

Challenges of Developing Robust AI for Intrapartum Fetal Heart Rate Monitoring.

Mark E. O'Sullivan, Elizabeth C. Considine, M. O'Riordan, William P. Marnane, J. M. Rennie, Geraldine B. Boylan

Frontiers Artif. Intell., 2021

Multivariate Generative Adversarial Networks and Their Loss Functions for Synthesis of Multichannel ECGs.

Eoin Brophy, Maarten De Vos, Geraldine B. Boylan, Tomás Ward

IEEE Access, 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

Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph.

Mark E. O'Sullivan, Tatiana Gabruseva, Geraldine B. Boylan, M. O'Riordan, Gordon Lightbody, William P. Marnane

Proceedings of the 29th European Signal Processing Conference, 2021

2020

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

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

Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network.

Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole

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

Identifying tracé alternant activity in neonatal EEG using an inter-burst detection approach.

Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole

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

2019

Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU.

Mark E. O'Sullivan, Andriy Temko, Andrea Bocchino, Conor O'Mahony, Geraldine B. Boylan, Emanuel M. Popovici

Sensors, 2019

Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees.

Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko

Comput. Methods Programs Biomed., 2019

Machine learning without a feature set for detecting bursts in the EEG of preterm infants.

John M. O'Toole, Geraldine B. Boylan

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG.

Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Bag of Patterns for Nearest Neighbour Neonatal EEG Recall.

Brian Michael Murphy, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

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

Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms.

Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey

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

Extracting transients from cerebral oxygenation signals of preterm infants: a new singular-spectrum analysis method.

John M. O'Toole, Eugene M. Dempsey, Geraldine B. Boylan

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

System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition.

Mark E. O'Sullivan, Emanuel M. Popovici, Andrea Bocchino, Conor O'Mahony, Geraldine B. Boylan, Andriy Temko

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

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance.

Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko

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

An Approximate Nearest Neighbour System For Neonatal EEG Recall.

Brian Michael Murphy, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

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

2017

Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel.

Rehan Ahmed, Andriy Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Comput. Biol. Medicine, 2017

Neonatal seizure detection using convolutional neural networks.

Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Modelling interactions between blood pressure and brain activity in preterm neonates.

Oksana Semenova, Gordon Lightbody, John M. O'Toole, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Features of cerebral oxygenation detects brain injury in premature infants.

John M. O'Toole, Mmoloki Kenosi, Daragh Finn, Geraldine B. Boylan, Eugene M. Dempsey

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Application of audio fingerprinting to Neonatal EEG.

Brian Michael Murphy, Cillian O'Driscoll, Irina Korotchikova, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Clinical implementation of a neonatal seizure detection algorithm.

Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Decis. Support Syst., 2015

Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy.

Andriy Temko, Orla M. Doyle, Deirdre Murray, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

Comput. Biol. Medicine, 2015

Stream computing for biomedical signal processing: A QRS complex detection case-study.

Brian Michael Murphy, Cillian O'Driscoll, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns.

Shima Gholinezhadasnefestani, Andriy Temko, Nathan J. Stevenson, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE Trans. Biomed. Eng., 2014

EEG 'diarization' for the description of neonatal brain injuries.

Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Modulation frequency analysis of seizures in neonatal EEG.

Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Grading brain injury in neonatal EEG using SVM and supervector kernel.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Neonatal EEG audification for seizure detection.

Andriy Temko, William P. Marnane, Geraldine B. Boylan, John M. O'Toole, Gordon Lightbody

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Artefact detection in neonatal EEG.

Nathan J. Stevenson, John M. O'Toole, Irina Korotchikova, Geraldine B. Boylan

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Robustness of time frequency distribution based features for automated neonatal EEG seizure detection.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Discriminative and Generative Classification Techniques Applied to Automated Neonatal Seizure Detection.

Eoin M. Thomas, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE J. Biomed. Health Informatics, 2013

Robust neonatal EEG seizure Detection through Adaptive Background Modeling.

Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody

Int. J. Neural Syst., 2013

2012

Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection.

Andrey Temko, Gordon Lightbody, Eoin M. Thomas, Geraldine B. Boylan, William P. Marnane

IEEE Trans. Biomed. Eng., 2012

Temporal evolution of seizure burden for automated neonatal EEG classification.

Andriy Temko, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A novel dictionary for neonatal EEG seizure detection using atomic decomposition.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Dynamic time warping based neonatal seizure detection system.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

EEG Signal Description with Spectral-Envelope-Based Speech Recognition Features for Detection of Neonatal Seizures.

Andrey Temko, Climent Nadeu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE Trans. Inf. Technol. Biomed., 2011

Online EEG channel weighting for detection of seizures in the neonate.

Andriy Temko, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Interactive annotations to support collaborative analysis of streaming physiological data.

Philip D. Healy, Ruairi D. O'Reilly, Geraldine B. Boylan, John P. Morrison

Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010

An estimate of newborn EEG amplitude with limited frequency content.

Nathan J. Stevenson, Irina Korotchikova, Geraldine B. Boylan

Proceedings of the 10th International Conference on Information Sciences, 2010

An Agent Framework for the Analysis of Streaming Physiological Data.

Ruairi D. O'Reilly, Philip D. Healy, John P. Morrison, Geraldine B. Boylan

Proceedings of the Electronic Healthcare - Third International Conference, 2010

Validation of an Automated Seizure Detection System on Healthy Babies - Histogram-based Energy Normalization for Montage Mismatch Compensation.

Andrey Temko, Irina Korotchikova, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan

Proceedings of the BIOSIGNALS 2010, 2010

2008

Investigation of Entropy and Complexity Measures for Detection of Seizures in the Neonate.

Ehsan Chah, Barry R. Greene, Geraldine B. Boylan, Richard B. Reilly

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

Electrocardiogram Based Neonatal Seizure Detection.

Barry R. Greene, Philip de Chazal, Geraldine B. Boylan, Sean Connolly, Richard B. Reilly

IEEE Trans. Biomed. Eng., 2007

Gaussian Process Modeling of EEG for the Detection of Neonatal Seizures.

Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly

IEEE Trans. Biomed. Eng., 2007

2006

Heart and respiration rate changes in the neonate during electroencephalographic seizure.

Barry R. Greene, Philip de Chazal, Geraldine B. Boylan, Richard B. Reilly, Ciara O'Brien, Sean Connolly

Medical Biol. Eng. Comput., 2006

Gaussian Process Modelling as an Indicator of Neonatal Seizure.

Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly

Proceedings of the IASTED International Conference on Signal Processing, 2006

Multi-channel EEG based Neonatal Seizure Detection.

Barry R. Greene, Richard B. Reilly, Geraldine B. Boylan, Philip de Chazal, Sean Connolly

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

A method for the blind separation of sources for use as the first stage of a neonatal seizure detection system.

Stephen Faul, Liam Marnane, Gordon Lightbody, Geraldine B. Boylan, Sean Connolly

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005