Journal Papers
Explore our latest research, insights, and evidence-based perspectives in our space.
Signal Quality & Artefact Detection
Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy
M. E. O’Sullivan, G. Lightbody, S. R. Mathieson, W. P. Marnane, G. B. Boylan, and J. M. O’Toole
Hardware & Monitoring Systems
Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU
M. O’Sullivan, A. Temko, A. Bocchino, C. O’Mahony, G. Boylan, and E. Popovici
AI Translation / Clinical Integration
A Pathway for Integrating Artificial Intelligence for Neonatal Neuromonitoring: From Code to Crib Side
P. Kulakowski, A. Alarcon, T. Skoric, S. Seoni, M. O’Sullivan, and J. M. O’Toole
Seizure Detection Algorithms (AI/ML methods)
Modelling Individual Experts in Neonatal Seizure Detection Algorithm Development
S. M. Gálvez, M. O’Sullivan, B. H. Walsh, and A. O’Shea
Neonatal seizure detection from raw multi-channel EEG using fully convolutional architecture
A. O’Shea, G. Lightbody, G. Boylan, and A. Temko
Clinical Validation & Interobserver Studies
Interobserver agreement for neonatal seizure detection using multichannel eeg
N. J. Stevenson, R. R. Clancy, S. Vanhatalo, I. Rosen, J. M. Rennie, and G. B. Boylan
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