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List of works by William Marnane

A comparison of quantitative EEG features for neonatal seizure detection

scientific article

A novel dictionary for neonatal EEG seizure detection using atomic decomposition

scientific article published on 01 January 2012

Age-independent seizure detection

scientific article published in January 2009

Ambulatory REACT: real-time seizure detection with a DSP microprocessor

scientific article published in January 2010

An SVM-based system and its performance for detection of seizures in neonates

scientific article published in January 2009

An evaluation of automated neonatal seizure detection methods

scientific article published in July 2005

Automated detection of perturbed cardiac physiology during oral food allergen challenge in children.

scientific article

Automated single channel seizure detection in the neonate

scientific article published in January 2008

Automatic detection of EEG artefacts arising from head movements

Automatic detection of EEG artefacts arising from head movements using EEG and gyroscope signals

scientific article

Characterisation of heart rate changes and their correlation with EEG during neonatal seizures.

scientific article

Classifier models and architectures for EEG-based neonatal seizure detection

scientific article published on 18 September 2008

Clinical implementation of a neonatal seizure detection algorithm

scientific article

Discriminative and generative classification techniques applied to automated neonatal seizure detection

scientific article published in March 2013

Dynamic time warping based neonatal seizure detection system

scientific article published in January 2012

Dynamic, location-based channel selection for power consumption reduction in EEG analysis

scientific article published on 9 August 2012

EEG compression using JPEG2000: how much loss is too much?

scientific article published in January 2010

EEG signal description with spectral-envelope-based speech recognition features for detection of neonatal seizures

scientific article

EEG ‘diarization’ for the description of neonatal brain injuries

EEG-based neonatal seizure detection with Support Vector Machines

scientific article

Energy efficient on-sensor processing in Body Sensor Networks.

scientific article published in January 2010

Energy-efficient low duty cycle MAC protocol for wireless body area networks

scientific article published on 20 October 2009

Gaussian process modeling of EEG for the detection of neonatal seizures

scientific article published in December 2007

Grading brain injury in neonatal EEG using SVM and supervector kernel

article published in 2014

Grading hypoxic-ischemic encephalopathy severity in neonatal EEG using GMM supervectors and the support vector machine

scientific article published on 3 June 2015

Heart rate based automatic seizure detection in the newborn.

scientific article published in July 2010

Heart rate variability during sleep in healthy term newborns in the early postnatal period

scientific article published on 10 July 2009

Inclusion of temporal priors for automated neonatal EEG classification

scientific article

Instantaneous measure of EEG channel importance for improved patient-adaptive neonatal seizure detection

scientific article

Modulation frequency analysis of seizures in neonatal EEG

Multimodal detection of head-movement artefacts in EEG.

scientific article

Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy

scientific article published on 10 June 2015

Neonatal EEG audification for seizure detection

scientific article published in January 2014

Neonatal seizure detection using atomic decomposition with a novel dictionary

scientific article published in November 2014

Online EEG channel weighting for detection of seizures in the neonate ⬇️

scientific article published on January 1, 2011

Parallel artefact rejection for epileptiform activity detection in routine EEG.

scientific article published in January 2011

Performance assessment for EEG-based neonatal seizure detectors

scientific article published on 15 August 2010

Predicting the neurodevelopmental outcome in newborns with hypoxic-ischaemic injury

scientific article published in January 2010

Robust neonatal EEG seizure detection through adaptive background modeling

scientific article

Robustness of time frequency distribution based features for automated neonatal EEG seizure detection.

scientific article published on January 2014

SVM detection of epileptiform activity in routine EEG

scientific article published on 01 January 2010

Seizure detection in neonates: Improved classification through supervised adaptation

scientific article published in January 2008

Speech recognition features for EEG signal description in detection of neonatal seizures

scientific article published on January 1, 2010

Temporal evolution of seizure burden for automated neonatal EEG classification

scientific article published in January 2012

The effect of lossy ECG compression on QRS and HRV feature extraction

scientific article

The effects of lossy compression on diagnostically relevant seizure information in EEG signals.

scientific article published on 3 October 2012

Validation of an automated seizure detection algorithm for term neonates

scientific article published on 9 May 2015

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