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Alison O'Shea
Alison O'Shea
Assistant Lecturer Computer Science, Munster Technological University
Verified email at mtu.ie
Title
Cited by
Cited by
Year
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture
A O’Shea, G Lightbody, G Boylan, A Temko
Neural Networks 123, 12-25, 2020
1212020
Neonatal seizure detection using convolutional neural networks
A O'Shea, G Lightbody, G Boylan, A Temko
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
702017
Investigating the impact of CNN depth on neonatal seizure detection performance
A O’Shea, G Lightbody, G Boylan, A Temko
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
412018
Deep learning for EEG seizure detection in preterm infants
A O’Shea, R Ahmed, G Lightbody, E Pavlidis, R Lloyd, F Pisani, ...
International journal of neural systems 31 (08), 2150008, 2021
392021
Neonatal EEG interpretation and decision support framework for mobile platforms
M O’Sullivan, S Gomez, A O’Shea, E Salgado, K Huillca, S Mathieson, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
182018
A method for AI assisted human interpretation of neonatal EEG
S Gomez-Quintana, A O’Shea, A Factor, E Popovici, A Temko
Scientific Reports 12 (1), 10932, 2022
102022
Towards deeper neural networks for neonatal seizure detection
A Daly, A O’Shea, G Lightbody, A Temko
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
92021
An EEG analysis framework through AI and sonification on low power IoT edge devices
S Gómez-Quintana, G Cowhig, M Borzacchi, A O'Shea, A Temko, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
52021
A Method for AI-Assisted Human Interpretation of Biological Signals: Analysis of Neonatal EEG
S Gomez-Quintana, A O'Shea, A Factor, E Popovici, A Temko
2022
Neonatal seizure detection: a deep learning approach
A O'Shea
University College Cork (Ireland), 2020
2020
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