Publications by authors named "William Marnane"

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A Deep Learning Approach to Grading Neonatal Hypoxic-Ischemic Encephalopathy Using ECG Spectrograms.
Kimia Rezaei, Sean R Mathieson, Gordon Lightbody, Geraldine B Boylan, William P Marnane

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Proceedings of the 15 International Newborn Brain Conference: Neonatal Neurocritical Care, seizures, and continuous aEEG and /or EEG monitoring: Fota Island, Cork, Ireland, February 28 - March 2 2024.
Nicholas Abend, Ramy Abramsky, Ceyda Acun, Jehier Afifi, Alexandra Santana Almansa, William Marnane

J Neonatal Perinatal Med· August 2024

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Detection of Neurovascular Coupling in Full-Term Neonates Using Wavelet Coherence and Phase-Locking Value.
Kaiyu Yu, Sean Mathieson, Andrew Flynn, Eugene Dempsey, Aisling Garvey, William Marnane

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy.
John M O'Toole, Sean R Mathieson, Sumit A Raurale, Fabio Magarelli, William P Marnane

Sci Data· March 2023

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Machine learning for the early prediction of infants with electrographic seizures in neonatal hypoxic-ischemic encephalopathy.
Andreea M Pavel, John M O'Toole, Jacopo Proietti, Vicki Livingstone, Subhabrata Mitra, William P Marnane

Epilepsia· February 2023

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Heart rate variability analysis for the prediction of EEG grade in infants with hypoxic ischaemic encephalopathy within the first 12 h of birth.
Andreea M Pavel, Sean R Mathieson, Vicki Livingstone, John M O'Toole, Ronit M Pressler, William P Marnane

Front Pediatr· January 2023

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Neonatal Seizure Management: Is the Timing of Treatment Critical?
Andreea M Pavel, Janet M Rennie, Linda S de Vries, Mats Blennow, Adrienne Foran, William P Marnane

J Pediatr· April 2022

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Grading hypoxic-ischemic encephalopathy in neonatal EEG with convolutional neural networks and quadratic time-frequency distributions.
Sumit A Raurale, Geraldine B Boylan, Sean R Mathieson, William P Marnane, Gordon Lightbody

J Neural Eng· March 2021

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A machine-learning algorithm for neonatal seizure recognition: a multicentre, randomised, controlled trial.
Andreea M Pavel, Janet M Rennie, Linda S de Vries, Mats Blennow, Adrienne Foran, William P Marnane

Lancet Child Adolesc Health· October 2020

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Characterisation of neonatal seizures and their treatment using continuous EEG monitoring: a multicentre experience.
Janet M Rennie, Linda S de Vries, Mats Blennow, Adrienne Foran, Divyen K Shah, William P Marnane

Arch Dis Child Fetal Neonatal Ed· September 2019

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

IEEE J Transl Eng Health Med· September 2017

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Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel.
Rehan Ahmed, Andriy Temko, William P Marnane, Geraldine Boylan, Gordon Lightbody

Comput Biol Med· March 2017

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Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features.
Rehan Ahmed, Andrey Temko, William P Marnane, Geraldine Boylan, Gordon Lightbody

Annu Int Conf IEEE Eng Med Biol Soc· September 2016

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Validation of an automated seizure detection algorithm for term neonates.
Sean R Mathieson, Nathan J Stevenson, Evonne Low, William P Marnane, Janet M Rennie

Clin Neurophysiol· January 2016

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Grading hypoxic-ischemic encephalopathy severity in neonatal EEG using GMM supervectors and the support vector machine.
Rehan Ahmed, Andriy Temko, William Marnane, Gordon Lightbody, Geraldine Boylan

Clin Neurophysiol· January 2016

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Neonatal EEG audification for seizure detection.
Andriy Temko, William Marnane, Geraldine Boylan, John M O'Toole, Gordon Lightbody

Annu Int Conf IEEE Eng Med Biol Soc· October 2015

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Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy.
Andriy Temko, Orla Doyle, Deirdre Murray, Gordon Lightbody, Geraldine Boylan, William Marnane

Comput Biol Med· August 2015

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Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns.
Shima Gholinezhadasnefestani, Andriy Temko, Nathan Stevenson, Geraldine Boylan, Gordon Lightbody, William Marnane

Annu Int Conf IEEE Eng Med Biol Soc· August 2015

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Clinical implementation of a neonatal seizure detection algorithm.
Andriy Temko, William Marnane, Geraldine Boylan, Gordon Lightbody

Decis Support Syst· February 2015

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Neonatal seizure detection using atomic decomposition with a novel dictionary.
Sunil Belur Nagaraj, Nathan J Stevenson, William P Marnane, Geraldine B Boylan, Gordon Lightbody

IEEE Trans Biomed Eng· November 2014

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Temporal evolution of seizure burden for automated neonatal EEG classification.
Andriy Temko, Nathan Stevenson, William Marnane, Geraldine Boylan, Gordon Lightbody

Annu Int Conf IEEE Eng Med Biol Soc· August 2013

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Dynamic time warping based neonatal seizure detection system.
Rehan Ahmed, Andrey Temko, William Marnane, Geraldine Boylan, Gordon Lighbody

Annu Int Conf IEEE Eng Med Biol Soc· August 2013

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Multimodal detection of head-movement artefacts in EEG.
Simon O'Regan, William Marnane

J Neurosci Methods· August 2013

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Robust neonatal EEG seizure detection through adaptive background modeling.
Andriy Temko, Geraldine Boylan, William Marnane, Gordon Lightbody

Int J Neural Syst· August 2013

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Discriminative and generative classification techniques applied to automated neonatal seizure detection.
Eoin M Thomas, Andriy Temko, William P Marnane, Geraldine B Boylan, Gordon Lightbody

IEEE J Biomed Health Inform· March 2013

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