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Sean Mathieson

University College Cork

38

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Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy

2023 Expert Systems With Applications
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Case Report: Electroencephalography in a neonate with isolated sulfite oxidase deficiency – a case report and literature review

2021
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Grading hypoxic-ischemic encephalopathy in neonatal EEG with convolutional neural networks and quadratic time-frequency distributions.

2021 Journal of Neural Engineering
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Trac\'e alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG

2021 arXiv: Signal Processing
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EEG sleep macrostructure and sleep spindles in early infancy.

2021 Sleep
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Spindle-AI: Sleep spindle number and duration estimation in infant EEG.

2021 IEEE Transactions on Biomedical Engineering
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Neonatal Seizure Management – Is the Timing of Treatment Critical?

2021 The Journal of Pediatrics
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Deep Learning for EEG Seizure Detection in Preterm Infants

2020 International Journal of Neural Systems
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Random Forest-based Algorithm for Sleep Spindle Detection in Infant EEG

2020 EMBC | International Conference of the IEEE Engineering in Medicine and Biology Society
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A machine-learning algorithm for neonatal seizure recognition: a multicentre, randomised, controlled trial.

2020 The Lancet Child & Adolescent Health
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