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List of works by Gordon Lightbody

A Gaussian mixture model based statistical classification system for neonatal seizure detection

A comparison of quantitative EEG features for neonatal seizure detection

scientific article

A hybrid linear/nonlinear training algorithm for feedforward neural networks.

scientific article published in January 1998

A novel dictionary for neonatal EEG seizure detection using atomic decomposition

scientific article published on 01 January 2012

Adaptive modelling of background EEG for robust detection of neonatal seizures

Advances in Automated Neonatal Seizure Detection

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

scientific article published in January 2009

An automated system for grading EEG abnormality in term neonates with hypoxic-ischaemic encephalopathy

scientific article published on 4 December 2012

An evaluation of automated neonatal seizure detection methods

scientific article published in July 2005

Application of audio fingerprinting to neonatal EEG.

scientific article

Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns

scientific article published in August 2015

Automated single channel seizure detection in the neonate

scientific article published in January 2008

Automatic detection of artifact in neonatal ECG

article published in 2015

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

scientific article

Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features

scientific article published in August 2015

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

Coordination of a multiple link HVDC system using local communications based Distributed Model Predictive Control

scientific article

Detecting Neonatal Seizures With Computer Algorithms

scientific article

Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge

scientific article published in August 2015

Discriminative and generative classification techniques applied to automated neonatal seizure detection

scientific article published in March 2013

Distributed MPC for frequency regulation in multi-terminal HVDC grids

scientific article

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

Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel

scientific article published on 26 January 2017

Gaussian mixture models for classification of neonatal seizures using EEG.

scientific article published on 28 June 2010

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

Local model network identification with Gaussian processes

scientific article published in September 2007

Modulation frequency analysis of seizures in neonatal EEG

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

Nonlinear control structures based on embedded neural system models

scientific article published in January 1997

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

scientific article published on January 1, 2011

Optimal Coordination of a Multiple HVDC Link System Using Centralized and Distributed Control

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

RBF principal manifolds for process monitoring.

scientific article published on January 1999

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

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

Stream computing for biomedical signal processing: A QRS complex detection case-study

scientific article published on August 2015

Temporal evolution of seizure burden for automated neonatal EEG classification

scientific article published in January 2012

The effect of frequency band on quantitative EEG measures in neonates with Hypoxic-ischaemic encephalopathy

scientific article published on 01 January 2007

Validation of an automated seizure detection algorithm for term neonates

scientific article published on 9 May 2015

Weight optimisation for iterative distributed model predictive control applied to power networks

scientific article

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