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Geraldine B. Boylan
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2020 – today
- 2024
- [i14]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) - 2023
- [j23]Christopher Lundy
, Geraldine B. Boylan
Quantitative analysis of high-frequency activity in neonatal EEG. Comput. Biol. Medicine 165: 107468 (2023) - [j22]Mark E. O'Sullivan
Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy. Expert Syst. Appl. 213(Part): 118917 (2023) - [c40]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
- [j21]Eoin Brophy
Improved Electrode Motion Artefact Denoising in ECG Using Convolutional Neural Networks and a Custom Loss Function. IEEE Access 10: 54891-54898 (2022) - [j20]Lan Wei
Deep-spindle: An automated sleep spindle detection system for analysis of infant sleep spindles. Comput. Biol. Medicine 150: 106096 (2022) - [j19]Lan Wei
Spindle-AI: Sleep Spindle Number and Duration Estimation in Infant EEG. IEEE Trans. Biomed. Eng. 69(1): 465-474 (2022) - [i13]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
- [j18]Eoin Brophy
Multivariate Generative Adversarial Networks and Their Loss Functions for Synthesis of Multichannel ECGs. IEEE Access 9: 158936-158945 (2021) - [j17]Mark E. O'Sullivan
Challenges of Developing Robust AI for Intrapartum Fetal Heart Rate Monitoring. Frontiers Artif. Intell. 4: 765210 (2021) - [j16]Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Sean Mathieson, Geraldine B. Boylan
Deep Learning for EEG Seizure Detection in Preterm Infants. Int. J. Neural Syst. 31(8): 2150008:1-2150008:16 (2021) - [j15]Eoin Brophy
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach. Sensors 21(18): 6311 (2021) - [c39]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 - [c38]Mark E. O'Sullivan
Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph. EUSIPCO 2021: 1331-1335 - [i12]Eoin Brophy, Maarten De Vos, Geraldine B. Boylan, Tomás Ward:
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach. CoRR abs/2102.12245 (2021) - [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
- [j14]Alison O'Shea
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. Neural Networks 123: 12-25 (2020) - [c37]Lan Wei
Random Forest-based Algorithm for Sleep Spindle Detection in Infant EEG. EMBC 2020: 58-61 - [c36]Sumit A. Raurale
Identifying tracé alternant activity in neonatal EEG using an inter-burst detection approach. EMBC 2020: 5984-5987 - [c35]Sumit A. Raurale
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
- [j13]Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan
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) - [j12]Mark E. O'Sullivan
Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU. Sensors 19(11): 2637 (2019) - [c34]Sumit A. Raurale
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. EMBC 2019: 4125-4128 - [c33]Brian Michael Murphy, Geraldine B. Boylan
Bag of Patterns for Nearest Neighbour Neonatal EEG Recall. EMBC 2019: 4558-4561 - [c32]John M. O'Toole, Geraldine B. Boylan
Machine learning without a feature set for detecting bursts in the EEG of preterm infants. EMBC 2019: 5799-5802 - [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) - [i5]John M. O'Toole, Geraldine B. Boylan:
Machine learning without a feature set for detecting bursts in the EEG of preterm infants. CoRR abs/1907.06943 (2019) - 2018
- [c31]Brian Michael Murphy, Geraldine B. Boylan
An Approximate Nearest Neighbour System For Neonatal EEG Recall. EMBC 2018: 283-286 - [c30]Mark E. O'Sullivan
System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition. EMBC 2018: 4339-4342 - [c29]Mark E. O'Sullivan
Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms. EMBC 2018: 4881-4884 - [c28]Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan
Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms. EMBC 2018: 5614-5517 - [c27]Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. EMBC 2018: 5862-5865 - [c26]John M. O'Toole, Eugene M. Dempsey
Extracting transients from cerebral oxygenation signals of preterm infants: a new singular-spectrum analysis method. EMBC 2018: 5882-5885 - [i4]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) - [i3]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) - [i2]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) - 2017
- [j11]Rehan Ahmed, Andriy Temko
Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel. Comput. Biol. Medicine 82: 100-110 (2017) - [c25]Oksana Semenova, Gordon Lightbody, John M. O'Toole
Modelling interactions between blood pressure and brain activity in preterm neonates. EMBC 2017: 3969-3972 - [c24]Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan
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
- [c23]Brian Michael Murphy, Cillian O'Driscoll, Irina Korotchikova, Geraldine B. Boylan
Application of audio fingerprinting to Neonatal EEG. EMBC 2016: 912-915 - [c22]John M. O'Toole
Features of cerebral oxygenation detects brain injury in premature infants. EMBC 2016: 3614-3617 - 2015
- [j10]Andriy Temko
Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy. Comput. Biol. Medicine 63: 169-177 (2015) - [j9]Andrey Temko
Clinical implementation of a neonatal seizure detection algorithm. Decis. Support Syst. 70: 86-96 (2015) - [c21]Rehan Ahmed, Andrey Temko
Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features. EMBC 2015: 2355-2358 - [c20]Shima Gholinezhadasnefestani, Andriy Temko
Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns. EMBC 2015: 5863-5866 - [c19]Brian Michael Murphy, Cillian O'Driscoll, Geraldine B. Boylan
Stream computing for biomedical signal processing: A QRS complex detection case-study. EMBC 2015: 5928-5931 - 2014
- [j8]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane
Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary. IEEE Trans. Biomed. Eng. 61(11): 2724-2732 (2014) - [c18]Nathan J. Stevenson, John M. O'Toole
Artefact detection in neonatal EEG. EMBC 2014: 926-929 - [c17]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane
Robustness of time frequency distribution based features for automated neonatal EEG seizure detection. EMBC 2014: 2829-2832 - [c16]Andriy Temko
Neonatal EEG audification for seizure detection. EMBC 2014: 4451-4454 - [c15]Andrey Temko
EEG 'diarization' for the description of neonatal brain injuries. ICASSP 2014: 5844-5848 - [c14]Andrey Temko
Modulation frequency analysis of seizures in neonatal EEG. ICASSP 2014: 5879-5883 - [c13]Rehan Ahmed, Andrey Temko
Grading brain injury in neonatal EEG using SVM and supervector kernel. ICASSP 2014: 5894-5898 - 2013
- [j7]Andrey Temko
Robust neonatal EEG seizure Detection through Adaptive Background Modeling. Int. J. Neural Syst. 23(4) (2013) - [j6]Eoin M. Thomas, Andrey Temko
Discriminative and Generative Classification Techniques Applied to Automated Neonatal Seizure Detection. IEEE J. Biomed. Health Informatics 17(2): 297-304 (2013) - 2012
- [j5]Andrey Temko
Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection. IEEE Trans. Biomed. Eng. 59(3): 717-727 (2012) - [c12]Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane
A novel dictionary for neonatal EEG seizure detection using atomic decomposition. EMBC 2012: 1073-1076 - [c11]Andriy Temko
Temporal evolution of seizure burden for automated neonatal EEG classification. EMBC 2012: 4915-4918 - [c10]Rehan Ahmed, Andrey Temko
Dynamic time warping based neonatal seizure detection system. EMBC 2012: 4919-4922 - 2011
- [j4]Andrey Temko
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) - [c9]Philip D. Healy, Ruairi D. O'Reilly
Interactive annotations to support collaborative analysis of streaming physiological data. CBMS 2011: 1-5 - [c8]Andriy Temko
Online EEG channel weighting for detection of seizures in the neonate. EMBC 2011: 1447-1450 - 2010
- [c7]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 - [c6]Ruairi D. O'Reilly
An Agent Framework for the Analysis of Streaming Physiological Data. eHealth 2010: 311-318 - [c5]Nathan J. Stevenson, Irina Korotchikova, Geraldine B. Boylan
An estimate of newborn EEG amplitude with limited frequency content. ISSPA 2010: 288-291
2000 – 2009
- 2008
- [c4]Ehsan Chah, Barry R. Greene, Geraldine B. Boylan, Richard B. Reilly:
Investigation of Entropy and Complexity Measures for Detection of Seizures in the Neonate. BIOSIGNALS (2) 2008: 17-22 - 2007
- [j3]Barry R. Greene, Philip de Chazal
Electrocardiogram Based Neonatal Seizure Detection. IEEE Trans. Biomed. Eng. 54(4): 673-682 (2007) - [j2]Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan
Gaussian Process Modeling of EEG for the Detection of Neonatal Seizures. IEEE Trans. Biomed. Eng. 54(12): 2151-2162 (2007) - 2006
- [j1]Barry R. Greene, Philip de Chazal
Heart and respiration rate changes in the neonate during electroencephalographic seizure. Medical Biol. Eng. Comput. 44(1-2): 27-34 (2006) - [c3]Barry R. Greene, Richard B. Reilly
Multi-channel EEG based Neonatal Seizure Detection. EMBC 2006: 4679-4684 - [c2]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
- [c1]Stephen Faul, Liam Marnane, Gordon Lightbody
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
Coauthor Index
William P. Marnane
aka: Liam Marnane
aka: Liam Marnane
Sean Mathieson
aka: Sean R. Mathieson
aka: Sean R. Mathieson
Andriy Temko
aka: Andrey Temko
aka: Andrey Temko
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