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Gordon Lightbody
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2020 – today
- 2023
- [j26]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) - [c36]Aengus Daly, Gordon Lightbody
, Andriy Temko
:
Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection. EUSIPCO 2023: 1100-1104 - [c35]Shuwen Yu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody:
Neonatal Hypoxic-ischemic Encephalopathy Grading from Multi-channel EEG Time-series Data Using a Fully Convolutional Neural Network. ICNC-FSKD 2023: 1-9 - 2022
- [i12]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
- [j25]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) - [c34]Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko:
Towards Deeper Neural Networks for Neonatal Seizure Detection. EMBC 2021: 920-923 - [c33]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 - [c32]Mark E. O'Sullivan
, Tatiana Gabruseva, Geraldine B. Boylan, M. O'Riordan, Gordon Lightbody, William P. Marnane:
Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph. EUSIPCO 2021: 1331-1335 - [i11]Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko:
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. CoRR abs/2105.13854 (2021) - [i10]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) - [i9]Mark E. O'Sullivan, Tatiana Gabruseva, Geraldine B. Boylan, M. O'Riordan, Gordon Lightbody, William P. Marnane:
Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph. CoRR abs/2111.00517 (2021) - 2020
- [j24]Alison O'Shea
, Gordon Lightbody, Geraldine B. Boylan
, Andriy Temko
:
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. Neural Networks 123: 12-25 (2020) - [c31]Sumit A. Raurale
, Geraldine B. Boylan
, Gordon Lightbody, John M. O'Toole
:
Identifying tracé alternant activity in neonatal EEG using an inter-burst detection approach. EMBC 2020: 5984-5987 - [c30]Sumit A. Raurale
, Geraldine B. Boylan
, Gordon Lightbody, John M. O'Toole
:
Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. EMBC 2020: 6103-6106 - [i8]Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole:
Identifying trace alternant activity in neonatal EEG using an inter-burst detection approach. CoRR abs/2005.05559 (2020) - [i7]Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole:
Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. CoRR abs/2005.05561 (2020)
2010 – 2019
- 2019
- [j23]Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan
, Eugene M. Dempsey
, Andriy Temko:
Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees. Comput. Methods Programs Biomed. 180 (2019) - [c29]Sumit A. Raurale
, Saif Nalband, Geraldine B. Boylan
, Gordon Lightbody, John M. O'Toole
:
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. EMBC 2019: 4125-4128 - [c28]Brian Michael Murphy, Geraldine B. Boylan
, Gordon Lightbody, William P. Marnane:
Bag of Patterns for Nearest Neighbour Neonatal EEG Recall. EMBC 2019: 4558-4561 - [i6]Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole:
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. CoRR abs/1907.02877 (2019) - 2018
- [j22]Diarmaid John Hogan
, Francisco José González-Espín, John G. Hayes
, Gordon Lightbody, Raymond Foley:
An Adaptive Digital-Control Scheme for Improved Active Power Filtering Under Distorted Grid Conditions. IEEE Trans. Ind. Electron. 65(2): 988-999 (2018) - [c27]Shahab Dehghan, Meysam Khojasteh
, Mousa Marzband, Gordon Lightbody:
Optimal Energy Providing Strategy of Micro-Grid's Operator Based on a Game Theoretical Approach. CoDIT 2018: 104-109 - [c26]Brian Michael Murphy, Geraldine B. Boylan
, Gordon Lightbody, William P. Marnane:
An Approximate Nearest Neighbour System For Neonatal EEG Recall. EMBC 2018: 283-286 - [c25]Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan
, Eugene M. Dempsey
:
Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms. EMBC 2018: 5614-5517 - [c24]Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan
, Andriy Temko
:
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. EMBC 2018: 5862-5865 - [c23]Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody:
Decentralised L1 Adaptive Controllers for Voltage Control of DC Islanded Microgrids. ECC 2018: 161-166 - [i5]Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody:
Voltage Control of DC Islanded Microgrids: Scalable Decentralised L1 Adaptive Controllers. CoRR abs/1801.04508 (2018) - [i4]Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody:
A Distributed Scalable Architecture using L1 Adaptive Controllers for Primary Voltage Control of DC Microgrids. CoRR abs/1801.06484 (2018) - [i3]Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody:
Decentralised L1 Adaptive Primary Controllers and Distributed Consensus-Based Secondary Control for DC Microgrids with Constant-Power Loads. CoRR abs/1804.00251 (2018) - [i2]Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko:
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. CoRR abs/1806.03044 (2018) - 2017
- [j21]Rehan Ahmed, Andriy Temko
, William P. Marnane, Geraldine B. Boylan
, Gordon Lightbody
:
Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel. Comput. Biol. Medicine 82: 100-110 (2017) - [c22]Oksana Semenova, Gordon Lightbody, John M. O'Toole
, Geraldine B. Boylan
, Eugene M. Dempsey
, Andriy Temko
:
Modelling interactions between blood pressure and brain activity in preterm neonates. EMBC 2017: 3969-3972 - [c21]Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan
, Andriy Temko
:
Neonatal seizure detection using convolutional neural networks. MLSP 2017: 1-6 - [i1]Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko:
Neonatal Seizure Detection using Convolutional Neural Networks. CoRR abs/1709.05849 (2017) - 2016
- [c20]Brian Michael Murphy, Cillian O'Driscoll, Irina Korotchikova, Geraldine B. Boylan
, Gordon Lightbody
, William P. Marnane:
Application of audio fingerprinting to Neonatal EEG. EMBC 2016: 912-915 - 2015
- [j20]Andriy Temko
, Orla M. Doyle
, Deirdre Murray, Gordon Lightbody
, Geraldine B. Boylan
, William P. Marnane
:
Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy. Comput. Biol. Medicine 63: 169-177 (2015) - [j19]Andrey Temko
, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
Clinical implementation of a neonatal seizure detection algorithm. Decis. Support Syst. 70: 86-96 (2015) - [c19]Rehan Ahmed, Andrey Temko
, William P. Marnane, Geraldine B. Boylan
, Gordon Lightbody
:
Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features. EMBC 2015: 2355-2358 - [c18]Shima Gholinezhadasnefestani, Andriy Temko
, Nathan J. Stevenson, Geraldine B. Boylan
, Gordon Lightbody
, William P. Marnane:
Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns. EMBC 2015: 5863-5866 - [c17]Brian Michael Murphy, Cillian O'Driscoll, Geraldine B. Boylan
, Gordon Lightbody
, William P. Marnane:
Stream computing for biomedical signal processing: A QRS complex detection case-study. EMBC 2015: 5928-5931 - [c16]Andriy Temko
, Achintya Sarkar, Gordon Lightbody
:
Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge. EMBC 2015: 6582-6585 - [c15]Edward O'Dwyer, Marcin Cychowski, Kostas Kouramas, Luciano De Tommasi
, Gordon Lightbody
:
Scalable, reconfigurable Model Predictive Control for building heating systems. ECC 2015: 2248-2253 - 2014
- [j18]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary. IEEE Trans. Biomed. Eng. 61(11): 2724-2732 (2014) - [c14]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
Robustness of time frequency distribution based features for automated neonatal EEG seizure detection. EMBC 2014: 2829-2832 - [c13]Andriy Temko
, William P. Marnane
, Geraldine B. Boylan
, John M. O'Toole
, Gordon Lightbody
:
Neonatal EEG audification for seizure detection. EMBC 2014: 4451-4454 - [c12]Andrey Temko
, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
EEG 'diarization' for the description of neonatal brain injuries. ICASSP 2014: 5844-5848 - [c11]Andrey Temko
, Geraldine B. Boylan
, William P. Marnane
, Gordon Lightbody
:
Modulation frequency analysis of seizures in neonatal EEG. ICASSP 2014: 5879-5883 - [c10]Rehan Ahmed, Andrey Temko
, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
Grading brain injury in neonatal EEG using SVM and supervector kernel. ICASSP 2014: 5894-5898 - 2013
- [j17]Paul McNamara, Rudy R. Negenborn, Bart De Schutter
, Gordon Lightbody
:
Weight optimisation for iterative distributed model predictive control applied to power networks. Eng. Appl. Artif. Intell. 26(1): 532-543 (2013) - [j16]Andrey Temko
, Geraldine B. Boylan
, William P. Marnane
, Gordon Lightbody
:
Robust neonatal EEG seizure Detection through Adaptive Background Modeling. Int. J. Neural Syst. 23(4) (2013) - [j15]Paul McNamara, Rudy R. Negenborn, Bart De Schutter
, Gordon Lightbody
:
Optimal Coordination of a Multiple HVDC Link System Using Centralized and Distributed Control. IEEE Trans. Control. Syst. Technol. 21(2): 302-314 (2013) - [j14]Eoin M. Thomas, Andrey Temko
, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
Discriminative and Generative Classification Techniques Applied to Automated Neonatal Seizure Detection. IEEE J. Biomed. Health Informatics 17(2): 297-304 (2013) - 2012
- [j13]Gregor Gregorcic, Gordon Lightbody
:
Gaussian process internal model control. Int. J. Syst. Sci. 43(11): 2079-2094 (2012) - [j12]Andrey Temko
, Gordon Lightbody
, Eoin M. Thomas, Geraldine B. Boylan
, William P. Marnane
:
Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection. IEEE Trans. Biomed. Eng. 59(3): 717-727 (2012) - [c9]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
A novel dictionary for neonatal EEG seizure detection using atomic decomposition. EMBC 2012: 1073-1076 - [c8]Andriy Temko
, Nathan J. Stevenson, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
Temporal evolution of seizure burden for automated neonatal EEG classification. EMBC 2012: 4915-4918 - [c7]Rehan Ahmed, Andrey Temko
, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody:
Dynamic time warping based neonatal seizure detection system. EMBC 2012: 4919-4922 - 2011
- [j11]Andrey Temko
, Climent Nadeu
, William P. Marnane
, Geraldine B. Boylan
, Gordon Lightbody
:
EEG Signal Description with Spectral-Envelope-Based Speech Recognition Features for Detection of Neonatal Seizures. IEEE Trans. Inf. Technol. Biomed. 15(6): 839-847 (2011) - [c6]Andriy Temko
, Gordon Lightbody
, Geraldine B. Boylan
, William P. Marnane
:
Online EEG channel weighting for detection of seizures in the neonate. EMBC 2011: 1447-1450 - 2010
- [j10]Gregor Gregorcic, Gordon Lightbody
:
Nonlinear model-based control of highly nonlinear processes. Comput. Chem. Eng. 34(8): 1268-1281 (2010) - [c5]Andrey Temko, Irina Korotchikova, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan:
Validation of an Automated Seizure Detection System on Healthy Babies - Histogram-based Energy Normalization for Montage Mismatch Compensation. BIOSIGNALS 2010: 312-317
2000 – 2009
- 2009
- [j9]Gregor Gregorcic, Gordon Lightbody
:
Gaussian process approach for modelling of nonlinear systems. Eng. Appl. Artif. Intell. 22(4-5): 522-533 (2009) - [c4]Paul McNamara, Gordon Lightbody
:
Improving distributed model predictive control performance via weight optimization using PSO. ICONS 2009: 176-181 - 2008
- [j8]Gregor Gregorcic, Gordon Lightbody
:
Nonlinear system identification: From multiple-model networks to Gaussian processes. Eng. Appl. Artif. Intell. 21(7): 1035-1055 (2008) - 2007
- [j7]Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan
, William P. Marnane
, Gordon Lightbody
, Sean Connolly:
Gaussian Process Modeling of EEG for the Detection of Neonatal Seizures. IEEE Trans. Biomed. Eng. 54(12): 2151-2162 (2007) - [j6]Gregor Gregorcic, Gordon Lightbody
:
Local Model Network Identification With Gaussian Processes. IEEE Trans. Neural Networks 18(5): 1404-1423 (2007) - 2006
- [c3]Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly:
Gaussian Process Modelling as an Indicator of Neonatal Seizure. SPPRA 2006: 177-182 - 2005
- [c2]Stephen Faul, Liam Marnane, Gordon Lightbody
, Geraldine B. Boylan
, Sean Connolly:
A method for the blind separation of sources for use as the first stage of a neonatal seizure detection system. ICASSP (5) 2005: 409-412 - 2003
- [c1]Gregor Gregorcic, Gordon Lightbody
:
Internal model control based on a Gaussian process prior model. ACC 2003: 4981-4986
1990 – 1999
- 1999
- [j5]D. J. H. Wilson, George W. Irwin, Gordon Lightbody
:
RBF principal manifolds for process monitoring. IEEE Trans. Neural Networks 10(6): 1424-1434 (1999) - 1998
- [j4]Seán F. McLoone
, M. D. Brown, George W. Irwin, Gordon Lightbody
:
A hybrid linear/nonlinear training algorithm for feedforward neural networks. IEEE Trans. Neural Networks 9(4): 669-684 (1998) - 1997
- [j3]David M. McDowell, George W. Irwin, Gordon Lightbody
, George McConnell:
Hybrid neural adaptive control for bank-to-turn missiles. IEEE Trans. Control. Syst. Technol. 5(3): 297-308 (1997) - [j2]Gordon Lightbody
, George W. Irwin:
Nonlinear control structures based on embedded neural system models. IEEE Trans. Neural Networks 8(3): 553-567 (1997) - 1996
- [j1]Gordon Lightbody
, George W. Irwin:
Multi-layer perceptron based modelling of nonlinear systems. Fuzzy Sets Syst. 79(1): 93-112 (1996)
Coauthor Index
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