Neonatal eeg seizure detection using a time-frequency matched filter with a reduced template set. - John M. O'Toole; Mostefa Mesbah; Boualem Boashash (ISSPA, 2005)

A new discrete-time analytic signal for reducing aliasing in discrete time-frequency distributions. - John M. O'Toole; Mostefa Mesbah; Boualem Boashash (EUSIPCO, 2007)

A computationally efficient implementation of quadratic time-frequency distributions. - John M. O'Toole; Mostefa Mesbah; Boualem Boashash (ISSPA, 2007)

A new neonatal seizure detection technique based on the time-frequency characteristics of the electroencephalogram. - John M. O'Toole; Mostefa Mesbah; Boualem Boashash; Paul B. Colditz (ISSPA, 2007)

A new definition of discrete quadratic time-frequency distributions. - John M. O'Toole; Mostefa Mesbah; Boualem Boashash (EUSIPCO, 2008)

A New Discrete Analytic Signal for Reducing Aliasing in the Discrete Wigner-Ville Distribution. - John M. O'Toole; Mostefa Mesbah; Boualem Boashash (IEEE Trans. Signal Process., 2008)

Detecting fetal movements using non-invasive accelerometers: A preliminary analysis. - Thomas Girier; John M. O'Toole; Mostefa Mesbah; Boualem Boashash; Ian Clough; Stephen James Wilson; Miguel A. Fuentes; Susan Callan; Christine East; Paul B. Colditz (ISSPA, 2010)

Improved discrete definition of quadratic time-frequency distributions. - John M. O'Toole; Mostefa Mesbah; Boualem Boashash (IEEE Trans. Signal Process., 2010)

Kalman filter-based time-varying cortical connectivity analysis of newborn EEG. - Amir H. Omidvarnia; Mostefa Mesbah; Mohamed Salah Khlif; John M. O'Toole; Paul B. Colditz; Boualem Boashash (EMBC, 2011)

Quantifying parameters of a source-filter model for oesophageal speech. - John M. O'Toole; Begoña García Zapirain (ISSPIT, 2011)

Time-Frequency Detection of Slowly Varying Periodic Signals with Harmonics: Methods and Performance Evaluation. - John M. O'Toole; Boualem Boashash (EURASIP J. Adv. Signal Process., 2011)

Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEG. - Amir H. Omidvarnia; Ghasem Azemi; Boualem Boashash; John M. O'Toole; Paul B. Colditz; Sampsa Vanhatalo (ICONIP (2), 2012)

Estimating the time-varying periodicity of epileptiform discharges in the electroencephalogram. - John M. O'Toole; Begoña García Zapirain; Iratxe Maestro Saiz; Alina Beatriz Anaya Chen; Izaskun Yurrebaso Santamaria (ISSPA, 2012)

Instantaneous Frequency Based Newborn EEG Seizures Characterization. - Mostefa Mesbah; John M. O'Toole; Paul B. Colditz; Boualem Boashash (EURASIP J. Adv. Signal Process., 2012)

Robust estimation of highly-varying nonlinear instantaneous frequency of monocomponent signals using a lower-order complex-time distribution. - Amir H. Omidvarnia; Ghasem Azemi; John M. O'Toole; Boualem Boashash (Signal Process., 2013)

Time-Frequency Processing of Nonstationary Signals: Advanced TFD Design to Aid Diagnosis with Highlights from Medical Applications. - Boualem Boashash; Ghasem Azemi; John M. O'Toole (IEEE Signal Process. Mag., 2013)

Assessing instantaneous energy in the EEG: A non-negative, frequency-weighted energy operator. - John M. O'Toole; Andriy Temko; Nathan J. Stevenson (EMBC, 2014)

Artefact detection in neonatal EEG. - Nathan J. Stevenson; John M. O'Toole; Irina Korotchikova; Geraldine B. Boylan (EMBC, 2014)

Neonatal EEG audification for seizure detection. - Andriy Temko; William P. Marnane; Geraldine B. Boylan; John M. O'Toole; Gordon Lightbody (EMBC, 2014)

Measuring Time-Varying Information Flow in Scalp EEG Signals: Orthogonalized Partial Directed Coherence. - Amir H. Omidvarnia; Ghasem Azemi; Boualem Boashash; John M. O'Toole; Paul B. Colditz; Sampsa Vanhatalo (IEEE Trans. Biomed. Eng., 2014)

Features of cerebral oxygenation detects brain injury in premature infants. - John M. O'Toole; Mmoloki Kenosi; Daragh Finn; Geraldine B. Boylan; Eugene M. Dempsey (EMBC, 2016)

Modelling interactions between blood pressure and brain activity in preterm neonates. - Oksana Semenova; Gordon Lightbody; John M. O'Toole; Geraldine B. Boylan; Eugene M. Dempsey; Andriy Temko (EMBC, 2017)

Extracting transients from cerebral oxygenation signals of preterm infants: a new singular-spectrum analysis method. - John M. O'Toole; Eugene M. Dempsey; Geraldine B. Boylan (EMBC, 2018)

Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. - Sumit A. Raurale; Saif Nalband; Geraldine B. Boylan; Gordon Lightbody; John M. O'Toole (EMBC, 2019)

Machine learning without a feature set for detecting bursts in the EEG of preterm infants. - John M. O'Toole; Geraldine B. Boylan (EMBC, 2019)

Detection of Transient Bursts in the EEG of Preterm Infants using Time-Frequency Distributions and Machine Learning. - Brian Michael Murphy; Robert M. Goulding; John M. O'Toole (EMBC, 2020)

Identifying tracé alternant activity in neonatal EEG using an inter-burst detection approach. - Sumit A. Raurale; Geraldine B. Boylan; Gordon Lightbody; John M. O'Toole (EMBC, 2020)

Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. - Sumit A. Raurale; Geraldine B. Boylan; Gordon Lightbody; John M. O'Toole (EMBC, 2020)

Sparse-Denoising Methods for Extracting Desaturation Transients in Cerebral Oxygenation Signals of Preterm Infants. - Minoo Ashoori; Eugene M. Dempsey; Fiona B. McDonald; John M. O'Toole (EMBC, 2021)

Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection. - Christopher Lundy; John M. O'Toole (EUSIPCO, 2021)

Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG. - Sumit A. Raurale; Geraldine B. Boylan; Sean R. Mathieson; William P. Marnane; Gordon Lightbody; John M. O'Toole (EUSIPCO, 2021)

Detection of epileptic seizures from compressively sensed EEG signals for wireless body area networks. - Mohammad H. Aghababaei; Ghasem Azemi; John M. O'Toole (Expert Syst. Appl., 2021)

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; Gordon Lightbody; Geraldine B. Boylan (CoRR, 2022)

Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy. - Mark E. O'Sullivan; Gordon Lightbody; Sean R. Mathieson; William P. Marnane; Geraldine B. Boylan; John M. O'Toole (Expert Syst. Appl., 2023)

Quantitative analysis of high-frequency activity in neonatal EEG. - Christopher Lundy; Geraldine B. Boylan; Sean Mathieson; Jacopo Proietti; John M. O'Toole (Comput. Biol. Medicine, 2023)

Early Prediction of Electrographic Seizures in Neonatal Hypoxic-ischemic Encephalopathy Based on Amplitude-integrated EEG and Clinical Data. - Tamara Skoric; Marija Djermanovic; Jovana Kljajic; Slobodan Spasojevic; John M. O'Toole (EUSIPCO, 2024)

Scaling convolutional neural networks achieves expert level seizure detection in neonatal EEG. - Robert Hogan; Sean R. Mathieson; Aurel Luca; Soraia Ventura; Sean Griffin; Geraldine B. Boylan; John M. O'Toole (npj Digit. Medicine, 2025)

Honest and Reliable Evaluation and Expert Equivalence Testing of Automated Neonatal Seizure Detection. - Jovana Kljajic; John M. O'Toole; Robert Hogan; Tamara Skoric (CoRR, 2025)

Nonstationary signal decomposition using quadratic time-frequency distributions. - John M. O'Toole; Nathan J. Stevenson (Signal Process., 2026)