Analysis of the impact of deep learning know-how and data in modelling neonatal EEG by Aengus Daly, Gordon Lightbody, Andriy Temko

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Neonatal Hypoxic-Ischemic Encephalopathy Grading from Multi-Channel EEG Time-Series Data Using a Fully Convolutional Neural Network by Shuwen Yu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

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Predicting Low Cognitive Ability at Age 5—Feature Selection Using Machine Learning Methods and Birth Cohort Data by Andrea K. Bowe, Gordon Lightbody, Gordon Lightbody, Anthony Staines, Mairead E. Kiely, Mairead E. Kiely, Fergus P. McCarthy, Fergus P. McCarthy, Deirdre M. Murray, Deirdre M. Murray

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Coupling between mean blood pressure and EEG in preterm neonates is associated with reduced illness severity scores. by Oksana Semenova, Gordon Lightbody, John M O'Toole, Geraldine Boylan, Eugene Dempsey, Andriy Temko

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Toward a Personalized Real-Time Diagnosis in Neonatal Seizure Detection by Andriy Temko, Achintya Kr. Sarkar, Geraldine B. Boylan, Sean Mathieson, William P. Marnane, Gordon Lightbody

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Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy by John M. O’Toole, Sean R. Mathieson, Sumit A. Raurale, Fabio Magarelli, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan

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