Gordon Lightbody

78 papers C 2Misc 3Journal 39Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Classification of Hypoxic Ischemic Encephalopathy (HIE) in Neonates Using ECG and a Transformer-Based Model. IEEE Access Kimia Rezaei, Sean R. Mathieson, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
2026	—	`conf`	Investigating the Applicability of ECG Signals for Neonatal Seizure Detection Using ECG Spectrograms and CNN-ViT. BIOSTEC (1) Kimia Rezaei, Sean R. Mathieson, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
2024	—	`conf`	Assessing the Effectiveness of Heart Rate Variability as A Diagnostic Tool for Brain Injuries in Infants. EMBC Kimia Rezaei, Kaiyu Yu, Sean R. Mathieson, Andrew Flynn, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
2024	—	`conf`	Detection of Neurovascular Coupling in Full-Term Neonates Using Wavelet Coherence and Phase-Locking Value. EMBC Kaiyu Yu, Sean Mathieson, Andrew Flynn, Eugene M. Dempsey, Aisling Garvey, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody
2023	—	`conf`	Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection. EUSIPCO Aengus Daly, Gordon Lightbody, Andriy Temko
2023	J	`jnl`	Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy. Expert Syst. Appl. Mark E. O'Sullivan, Gordon Lightbody, Sean R. Mathieson, William P. Marnane, Geraldine B. Boylan, John M. O'Toole
2023	—	`conf`	Neonatal Hypoxic-ischemic Encephalopathy Grading from Multi-channel EEG Time-series Data Using a Fully Convolutional Neural Network. ICNC-FSKD Shuwen Yu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2022	J	`jnl`	Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy. CoRR John M. O'Toole, Sean R. Mathieson, Sumit A. Raurale, Fabio Magarelli, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan
2021	—	`conf`	Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph. EUSIPCO Mark E. O'Sullivan, Tatiana Gabruseva, Geraldine B. Boylan, M. O'Riordan, Gordon Lightbody, William P. Marnane
2021	J	`jnl`	Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph. CoRR Mark E. O'Sullivan, Tatiana Gabruseva, Geraldine B. Boylan, M. O'Riordan, Gordon Lightbody, William P. Marnane
2021	J	`jnl`	Deep Learning for EEG Seizure Detection in Preterm Infants. CoRR Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Sean Mathieson, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Geraldine B. Boylan, Andriy Temko
2021	J	`jnl`	Deep Learning for EEG Seizure Detection in Preterm Infants. Int. J. Neural Syst. Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Sean Mathieson, Geraldine B. Boylan, Andriy Temko
2021	J	`jnl`	Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. CoRR Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
2021	—	`conf`	Towards Deeper Neural Networks for Neonatal Seizure Detection. EMBC Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko
2021	—	`conf`	Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG. EUSIPCO Sumit A. Raurale, Geraldine B. Boylan, Sean R. Mathieson, William P. Marnane, Gordon Lightbody, John M. O'Toole
2020	—	`conf`	Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. EMBC Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
2020	J	`jnl`	Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. CoRR Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
2020	J	`jnl`	Identifying trace alternant activity in neonatal EEG using an inter-burst detection approach. CoRR Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
2020	—	`conf`	Identifying tracé alternant activity in neonatal EEG using an inter-burst detection approach. EMBC Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
2020	J	`jnl`	Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. Neural Networks Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
2019	—	`conf`	Bag of Patterns for Nearest Neighbour Neonatal EEG Recall. EMBC Brian Michael Murphy, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
2019	J	`jnl`	Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees. Comput. Methods Programs Biomed. Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko
2019	—	`conf`	Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. EMBC Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
2019	J	`jnl`	Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. CoRR Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
2018	J	`jnl`	A Distributed Scalable Architecture using L1 Adaptive Controllers for Primary Voltage Control of DC Microgrids. CoRR Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody
2018	J	`jnl`	An Adaptive Digital-Control Scheme for Improved Active Power Filtering Under Distorted Grid Conditions. IEEE Trans. Ind. Electron. Diarmaid John Hogan, Francisco José González-Espín, John G. Hayes, Gordon Lightbody, Raymond Foley
2018	—	`conf`	An Approximate Nearest Neighbour System For Neonatal EEG Recall. EMBC Brian Michael Murphy, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
2018	—	`conf`	Decentralised L1 Adaptive Controllers for Voltage Control of DC Islanded Microgrids. ECC Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody
2018	J	`jnl`	Decentralised L1 Adaptive Primary Controllers and Distributed Consensus-Based Secondary Control for DC Microgrids with Constant-Power Loads. CoRR Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody
2018	—	`conf`	Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms. EMBC Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey
2018	—	`conf`	Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. EMBC Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
2018	J	`jnl`	Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. CoRR Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
2018	C	`conf`	Optimal Energy Providing Strategy of Micro-Grid's Operator Based on a Game Theoretical Approach. CoDIT Shahab Dehghan, Meysam Khojasteh, Mousa Marzband, Gordon Lightbody
2018	J	`jnl`	Voltage Control of DC Islanded Microgrids: Scalable Decentralised L1 Adaptive Controllers. CoRR Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody
2017	J	`jnl`	Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel. Comput. Biol. Medicine Rehan Ahmed, Andriy Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2017	—	`conf`	Modelling interactions between blood pressure and brain activity in preterm neonates. EMBC Oksana Semenova, Gordon Lightbody, John M. O'Toole, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko
2017	J	`jnl`	Neonatal Seizure Detection using Convolutional Neural Networks. CoRR Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
2017	—	`conf`	Neonatal seizure detection using convolutional neural networks. MLSP Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
2016	—	`conf`	Application of audio fingerprinting to Neonatal EEG. EMBC Brian Michael Murphy, Cillian O'Driscoll, Irina Korotchikova, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
2015	—	`conf`	Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns. EMBC Shima Gholinezhadasnefestani, Andriy Temko, Nathan J. Stevenson, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
2015	—	`conf`	Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features. EMBC Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2015	J	`jnl`	Clinical implementation of a neonatal seizure detection algorithm. Decis. Support Syst. Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2015	—	`conf`	Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge. EMBC Andriy Temko, Achintya Sarkar, Gordon Lightbody
2015	J	`jnl`	Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy. Comput. Biol. Medicine Andriy Temko, Orla M. Doyle, Deirdre Murray, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
2015	—	`conf`	Scalable, reconfigurable Model Predictive Control for building heating systems. ECC Edward O'Dwyer, Marcin Cychowski, Kostas Kouramas, Luciano De Tommasi, Gordon Lightbody
2015	—	`conf`	Stream computing for biomedical signal processing: A QRS complex detection case-study. EMBC Brian Michael Murphy, Cillian O'Driscoll, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
2014	Misc	`conf`	EEG 'diarization' for the description of neonatal brain injuries. ICASSP Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2014	Misc	`conf`	Grading brain injury in neonatal EEG using SVM and supervector kernel. ICASSP Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2014	Misc	`conf`	Modulation frequency analysis of seizures in neonatal EEG. ICASSP Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody
2014	—	`conf`	Neonatal EEG audification for seizure detection. EMBC Andriy Temko, William P. Marnane, Geraldine B. Boylan, John M. O'Toole, Gordon Lightbody
2014	J	`jnl`	Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary. IEEE Trans. Biomed. Eng. Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2014	—	`conf`	Robustness of time frequency distribution based features for automated neonatal EEG seizure detection. EMBC Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2013	J	`jnl`	Discriminative and Generative Classification Techniques Applied to Automated Neonatal Seizure Detection. IEEE J. Biomed. Health Informatics Eoin M. Thomas, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2013	J	`jnl`	Optimal Coordination of a Multiple HVDC Link System Using Centralized and Distributed Control. IEEE Trans. Control. Syst. Technol. Paul McNamara, Rudy R. Negenborn, Bart De Schutter, Gordon Lightbody
2013	J	`jnl`	Robust neonatal EEG seizure Detection through Adaptive Background Modeling. Int. J. Neural Syst. Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody
2013	J	`jnl`	Weight optimisation for iterative distributed model predictive control applied to power networks. Eng. Appl. Artif. Intell. Paul McNamara, Rudy R. Negenborn, Bart De Schutter, Gordon Lightbody
2012	—	`conf`	A novel dictionary for neonatal EEG seizure detection using atomic decomposition. EMBC Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2012	—	`conf`	Dynamic time warping based neonatal seizure detection system. EMBC Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2012	J	`jnl`	Gaussian process internal model control. Int. J. Syst. Sci. Gregor Gregorcic, Gordon Lightbody
2012	J	`jnl`	Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection. IEEE Trans. Biomed. Eng. Andrey Temko, Gordon Lightbody, Eoin M. Thomas, Geraldine B. Boylan, William P. Marnane
2012	—	`conf`	Temporal evolution of seizure burden for automated neonatal EEG classification. EMBC Andriy Temko, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2011	J	`jnl`	EEG Signal Description with Spectral-Envelope-Based Speech Recognition Features for Detection of Neonatal Seizures. IEEE Trans. Inf. Technol. Biomed. Andrey Temko, Climent Nadeu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2011	—	`conf`	Online EEG channel weighting for detection of seizures in the neonate. EMBC Andriy Temko, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
2010	J	`jnl`	Nonlinear model-based control of highly nonlinear processes. Comput. Chem. Eng. Gregor Gregorcic, Gordon Lightbody
2010	—	`conf`	Validation of an Automated Seizure Detection System on Healthy Babies - Histogram-based Energy Normalization for Montage Mismatch Compensation. BIOSIGNALS Andrey Temko, Irina Korotchikova, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan
2009	J	`jnl`	Gaussian process approach for modelling of nonlinear systems. Eng. Appl. Artif. Intell. Gregor Gregorcic, Gordon Lightbody
2009	—	`conf`	Improving distributed model predictive control performance via weight optimization using PSO. ICONS Paul McNamara, Gordon Lightbody
2008	J	`jnl`	Nonlinear system identification: From multiple-model networks to Gaussian processes. Eng. Appl. Artif. Intell. Gregor Gregorcic, Gordon Lightbody
2007	J	`jnl`	Gaussian Process Modeling of EEG for the Detection of Neonatal Seizures. IEEE Trans. Biomed. Eng. Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly
2007	J	`jnl`	Local Model Network Identification With Gaussian Processes. IEEE Trans. Neural Networks Gregor Gregorcic, Gordon Lightbody
2006	—	`conf`	Gaussian Process Modelling as an Indicator of Neonatal Seizure. SPPRA Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly
2005	—	`conf`	A method for the blind separation of sources for use as the first stage of a neonatal seizure detection system. ICASSP (5) Stephen Faul, Liam Marnane, Gordon Lightbody, Geraldine B. Boylan, Sean Connolly
2003	C	`conf`	Internal model control based on a Gaussian process prior model. ACC Gregor Gregorcic, Gordon Lightbody
1999	J	`jnl`	RBF principal manifolds for process monitoring. IEEE Trans. Neural Networks D. J. H. Wilson, George W. Irwin, Gordon Lightbody
1998	J	`jnl`	A hybrid linear/nonlinear training algorithm for feedforward neural networks. IEEE Trans. Neural Networks Seán F. McLoone, M. D. Brown, George W. Irwin, Gordon Lightbody
1997	J	`jnl`	Hybrid neural adaptive control for bank-to-turn missiles. IEEE Trans. Control. Syst. Technol. David M. McDowell, George W. Irwin, Gordon Lightbody, George McConnell
1997	J	`jnl`	Nonlinear control structures based on embedded neural system models. IEEE Trans. Neural Networks Gordon Lightbody, George W. Irwin
1996	J	`jnl`	Multi-layer perceptron based modelling of nonlinear systems. Fuzzy Sets Syst. Gordon Lightbody, George W. Irwin