Search Results - "Marnane, William P"

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

“…This report describes a set of neonatal electroencephalogram (EEG) recordings graded according to the severity of abnormalities in the background pattern. The…”
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Neonatal Hypoxic-Ischemic Encephalopathy Grading from Multi-Channel EEG Time-Series Data Using a Fully Convolutional Neural Network by Yu, Shuwen, Marnane, William P, Boylan, Geraldine B, Lightbody, Gordon

“…A deep learning classifier is proposed for grading hypoxic-ischemic encephalopathy (HIE) in neonates. Rather than using handcrafted features, this architecture…”
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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 by Pavel, Andreea M, Mathieson, Sean R, Livingstone, Vicki, O'Toole, John M, Pressler, Ronit M, de Vries, Linda S, Rennie, Janet M, Mitra, Subhabrata, Dempsey, Eugene M, Murray, Deirdre M, Marnane, William P, Boylan, Geraldine B

“…Heart rate variability (HRV) has previously been assessed as a biomarker for brain injury and prognosis in neonates. The aim of this cohort study was to use…”
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Toward a Personalized Real-Time Diagnosis in Neonatal Seizure Detection by Temko, Andriy, Sarkar, Achintya Kr, Boylan, Geraldine B., Mathieson, Sean, Marnane, William P., Lightbody, Gordon

“…The problem of creating a personalized seizure detection algorithm for newborns is tackled in this paper. A probabilistic framework for semi-supervised…”
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Novel Real-Time Low-Complexity QRS Complex Detector Based on Adaptive Thresholding by Gutierrez-Rivas, Raquel, Garcia, Juan Jesus, Marnane, William P., Hernandez, Alvaro

“…Over the years, several QRS complex detection algorithms have been proposed with different features, but the remaining problem is their implementation in…”
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Grading hypoxic-ischemic encephalopathy in neonatal EEG with convolutional neural networks and quadratic time-frequency distributions by Raurale, Sumit A, Boylan, Geraldine B, Mathieson, Sean R, Marnane, William P, Lightbody, Gordon, O'Toole, John M

“…To develop an automated system to classify the severity of hypoxic-ischaemic encephalopathy injury (HIE) in neonates from the background electroencephalogram…”
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Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel by Ahmed, Rehan, Temko, Andriy, Marnane, William P, Boylan, Geraldine, Lightbody, Gordon

“…Abstract Seizure events in newborns change in frequency, morphology, and propagation. This contextual information is explored at the classifier level in the…”
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Validation of an automated seizure detection algorithm for term neonates by Mathieson, Sean R, Stevenson, Nathan J, Low, Evonne, Marnane, William P, Rennie, Janet M, Temko, Andrey, Lightbody, Gordon, Boylan, Geraldine B

“…Highlights • Seizure detection algorithm (SDA) validated on unseen, unedited EEG of 70 neonates. • Results at SDA sensitivity settings of 0.5–0.3 acceptable…”
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Neonatal Seizure Management: Is the Timing of Treatment Critical? by Pavel, Andreea M., Rennie, Janet M., de Vries, Linda S., Blennow, Mats, Foran, Adrienne, Shah, Divyen K., Pressler, Ronit M., Kapellou, Olga, Dempsey, Eugene M., Mathieson, Sean R., Pavlidis, Elena, Weeke, Lauren C., Livingstone, Vicki, Murray, Deirdre M., Marnane, William P., Boylan, Geraldine B.

“…To assess the impact of the time to treatment of the first electrographic seizure on subsequent seizure burden and describe overall seizure management in a…”
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Characterisation of neonatal seizures and their treatment using continuous EEG monitoring: a multicentre experience by Rennie, Janet M, de Vries, Linda S, Blennow, Mats, Foran, Adrienne, Shah, Divyen K, Livingstone, Vicki, van Huffelen, Alexander C, Mathieson, Sean R, Pavlidis, Elena, Weeke, Lauren C, Toet, Mona C, Finder, Mikael, Pinnamaneni, Raga Mallika, Murray, Deirdre M, Ryan, Anthony C, Marnane, William P, Boylan, Geraldine B

“…The aim of this multicentre study was to describe detailed characteristics of electrographic seizures in a cohort of neonates monitored with multichannel…”
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Machine learning for the early prediction of infants with electrographic seizures in neonatal hypoxic‐ischemic encephalopathy by Pavel, Andreea M., O'Toole, John M., Proietti, Jacopo, Livingstone, Vicki, Mitra, Subhabrata, Marnane, William P., Finder, Mikael, Dempsey, Eugene M., Murray, Deirdre M., Boylan, Geraldine B., Pavlidis, Elena, Kharoshankaya, Liudmila, Mathieson, Sean R., Lightbody, Gordon, O’Leary, Jackie, Murray, Mairead, Conway, Jean, Dwyer, Denis, Temko, Andrey, Kiely, Taragh, Ryan, Anthony C., Rennie, Janet M., Vries, Linda S., Weeke, Lauren C., Toet, Mona C., Harteman, Johanneke C., Blennow, Mats, Edqvist, Ingela, Foran, Adrienne, Pinnamaneni, Raga Mallika, Colby‐Milley, Jessica, Shah, Divyen K., Openshaw‐Lawrence, Nicola, Pressler, Ronit M., Kapellou, Olga, Huffelen, Alexander C.

“…Objective To assess if early clinical and electroencephalography (EEG) features predict later seizure development in infants with hypoxic‐ischemic…”
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Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary by Nagaraj, Sunil Belur, Stevenson, Nathan J., Marnane, William P., Boylan, Geraldine B., Lightbody, Gordon

“…Atomic decomposition (AD) can be used to efficiently decompose an arbitrary signal. In this paper, we present a method to detect neonatal electroencephalogram…”
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A machine-learning algorithm for neonatal seizure recognition: a multicentre, randomised, controlled trial by Pavel, Andreea M, Rennie, Janet M, de Vries, Linda S, Blennow, Mats, Foran, Adrienne, Shah, Divyen K, Pressler, Ronit M, Kapellou, Olga, Dempsey, Eugene M, Mathieson, Sean R, Pavlidis, Elena, van Huffelen, Alexander C, Livingstone, Vicki, Toet, Mona C, Weeke, Lauren C, Finder, Mikael, Mitra, Subhabrata, Murray, Deirdre M, Marnane, William P, Boylan, Geraldine B

“…Despite the availability of continuous conventional electroencephalography (cEEG), accurate diagnosis of neonatal seizures is challenging in clinical practice…”
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Implementation of a secure TLS coprocessor on an FPGA by Hamilton, Mark, Marnane, William P.

“…In this paper we present a secure implementation architecture of a coprocessor for the TLSv1.2 protocol, on an FPGA. Techniques were used that increase the…”
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Discriminative and Generative Classification Techniques Applied to Automated Neonatal Seizure Detection by Thomas, E. M., Temko, A., Marnane, W. P., Boylan, G. B., Lightbody, G.

“…A number of automated neonatal seizure detectors have been proposed in recent years. However, there exists a large variability in the morphology of seizure and…”
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Using templates to distinguish multiplications from squaring operations by Hanley, Neil, Tunstall, Michael, Marnane, William P.

“…Since side channel analysis was introduced as a method to recover secret information from an otherwise secure cryptosystem, many countermeasures have been…”
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All-or-Nothing Transforms as a countermeasure to differential side-channel analysis by McEvoy, Robert P., Tunstall, Michael, Whelan, Claire, Murphy, Colin C., Marnane, William P.

“…Side-channel attacks on hardware implementations of cryptographic algorithms have recently been the focus of much attention in the research community…”
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Wavelet Based Denoising and Cross Correlation for Identifying Features in CTG Traces by Kulcickis-Gutas, Dovydas, Marnane, William P.

“…This work aims to demonstrate a method of pattern identification in CTG traces. Following de-noising using the discrete wavelet transformation, the zero…”
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Neonatal Hypoxic-ischemic Encephalopathy Grading from Multi-channel EEG Time-series Data Using a Fully Convolutional Neural Network by Yu, Shuwen, Marnane, William P, Boylan, Geraldine B., Lightbody, Gordon

“…A deep learning classifier is proposed for hypoxic-ischemic encephalopathy (HIE) grading in neonates. Rather than using any features, this architecture can be…”
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Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG by Raurale, Sumit A., Boylan, Geraldine B., Mathieson, Sean R., Marnane, William P., Lightbody, Gordon, O'Toole, John M.

“…Electroencephalography (EEG) is an important clinical tool to capture sleep-wake cycling. It can also be used for grading injury, known as hypoxic-ischaemic…”
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