John M. O'Toole

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 21

Top Topics

Epileptic Seizures

Detection Algorithm

Convolutional Neural Networks

Top Venues

Expert Syst. Appl.

Publications

Robert Hogan, Sean R. Mathieson, Aurel Luca, Soraia Ventura, Sean Griffin, Geraldine B. Boylan, John M. O'Toole
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG. CoRR (2024)
Christopher Lundy, Geraldine B. Boylan, Sean Mathieson, Jacopo Proietti, John M. O'Toole
Quantitative analysis of high-frequency activity in neonatal EEG. Comput. Biol. Medicine 165 (2023)
Mark E. O'Sullivan, Gordon Lightbody, Sean R. Mathieson, William P. Marnane, Geraldine B. Boylan, John M. O'Toole
Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy. Expert Syst. Appl. 213 (Part) (2023)
John M. O'Toole, Sean R. Mathieson, Sumit A. Raurale, Fabio Magarelli, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan
Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy. CoRR (2022)
Sumit A. Raurale, Geraldine B. Boylan, Sean R. Mathieson, William P. Marnane, Gordon Lightbody, John M. O'Toole
Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG. EUSIPCO (2021)
Minoo Ashoori, Eugene M. Dempsey, Fiona B. McDonald, John M. O'Toole
Sparse-Denoising Methods for Extracting Desaturation Transients in Cerebral Oxygenation Signals of Preterm Infants. EMBC (2021)
Christopher Lundy, John M. O'Toole
Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection. CoRR (2021)
Mohammad H. Aghababaei, Ghasem Azemi, John M. O'Toole
Detection of epileptic seizures from compressively sensed EEG signals for wireless body area networks. Expert Syst. Appl. 172 (2021)
Christopher Lundy, John M. O'Toole
Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection. EUSIPCO (2021)
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Identifying trace alternant activity in neonatal EEG using an inter-burst detection approach. CoRR (2020)
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Identifying tracé alternant activity in neonatal EEG using an inter-burst detection approach. EMBC (2020)
Brian M. Murphy, Robert M. Goulding, John M. O'Toole
Detection of Transient Bursts in the EEG of Preterm Infants using Time-Frequency Distributions and Machine Learning. EMBC (2020)
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. CoRR (2020)
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. EMBC (2020)
John M. O'Toole, Geraldine B. Boylan
Machine learning without a feature set for detecting bursts in the EEG of preterm infants. EMBC (2019)
John M. O'Toole, Geraldine B. Boylan
Machine learning without a feature set for detecting bursts in the EEG of preterm infants. CoRR (2019)
Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. EMBC (2019)
Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. CoRR (2019)
John M. O'Toole, Eugene M. Dempsey, Geraldine B. Boylan
Extracting transients from cerebral oxygenation signals of preterm infants: a new singular-spectrum analysis method. EMBC (2018)
Oksana Semenova, Gordon Lightbody, John M. O'Toole, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko
Modelling interactions between blood pressure and brain activity in preterm neonates. EMBC (2017)
John M. O'Toole, Mmoloki Kenosi, Daragh Finn, Geraldine B. Boylan, Eugene M. Dempsey
Features of cerebral oxygenation detects brain injury in premature infants. EMBC (2016)
John M. O'Toole, Andriy Temko, Nathan J. Stevenson
Assessing instantaneous energy in the EEG: A non-negative, frequency-weighted energy operator. EMBC (2014)
Andriy Temko, William P. Marnane, Geraldine B. Boylan, John M. O'Toole, Gordon Lightbody
Neonatal EEG audification for seizure detection. EMBC (2014)
Amir H. Omidvarnia, Ghasem Azemi, Boualem Boashash, John M. O'Toole, Paul B. Colditz, Sampsa Vanhatalo
Measuring Time-Varying Information Flow in Scalp EEG Signals: Orthogonalized Partial Directed Coherence. IEEE Trans. Biomed. Eng. 61 (3) (2014)
Nathan J. Stevenson, John M. O'Toole, Irina Korotchikova, Geraldine B. Boylan
Artefact detection in neonatal EEG. EMBC (2014)
Boualem Boashash, Ghasem Azemi, John M. O'Toole
Time-Frequency Processing of Nonstationary Signals: Advanced TFD Design to Aid Diagnosis with Highlights from Medical Applications. IEEE Signal Process. Mag. 30 (6) (2013)
Amir H. Omidvarnia, Ghasem Azemi, John M. O'Toole, Boualem Boashash
Robust estimation of highly-varying nonlinear instantaneous frequency of monocomponent signals using a lower-order complex-time distribution. Signal Process. 93 (11) (2013)
Mostefa Mesbah, John M. O'Toole, Paul B. Colditz, Boualem Boashash
Instantaneous Frequency Based Newborn EEG Seizures Characterization. EURASIP J. Adv. Signal Process. 2012 (2012)
John M. O'Toole, Begoña García Zapirain, Iratxe Maestro Saiz, Alina Beatriz Anaya Chen, Izaskun Yurrebaso Santamaria
Estimating the time-varying periodicity of epileptiform discharges in the electroencephalogram. ISSPA (2012)
Amir H. Omidvarnia, Ghasem Azemi, Boualem Boashash, John M. O'Toole, Paul B. Colditz, Sampsa Vanhatalo
Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEG. ICONIP (2) (2012)
John M. O'Toole, Begoña García Zapirain
Quantifying parameters of a source-filter model for oesophageal speech. ISSPIT (2011)
Amir H. Omidvarnia, Mostefa Mesbah, Mohamed Salah Khlif, John M. O'Toole, Paul B. Colditz, Boualem Boashash
Kalman filter-based time-varying cortical connectivity analysis of newborn EEG. EMBC (2011)
John M. O'Toole, Boualem Boashash
Time-Frequency Detection of Slowly Varying Periodic Signals with Harmonics: Methods and Performance Evaluation. EURASIP J. Adv. Signal Process. 2011 (2011)
John M. O'Toole, Mostefa Mesbah, Boualem Boashash
Improved discrete definition of quadratic time-frequency distributions. IEEE Trans. Signal Process. 58 (2) (2010)
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
Detecting fetal movements using non-invasive accelerometers: A preliminary analysis. ISSPA (2010)
John M. O'Toole, Mostefa Mesbah, Boualem Boashash
A new definition of discrete quadratic time-frequency distributions. EUSIPCO (2008)
John M. O'Toole, Mostefa Mesbah, Boualem Boashash
A New Discrete Analytic Signal for Reducing Aliasing in the Discrete Wigner-Ville Distribution. IEEE Trans. Signal Process. 56 (11) (2008)
John M. O'Toole, Mostefa Mesbah, Boualem Boashash, Paul B. Colditz
A new neonatal seizure detection technique based on the time-frequency characteristics of the electroencephalogram. ISSPA (2007)
John M. O'Toole, Mostefa Mesbah, Boualem Boashash
A computationally efficient implementation of quadratic time-frequency distributions. ISSPA (2007)
John M. O'Toole, Mostefa Mesbah, Boualem Boashash
A new discrete-time analytic signal for reducing aliasing in discrete time-frequency distributions. EUSIPCO (2007)
John M. O'Toole, Mostefa Mesbah, Boualem Boashash
Neonatal eeg seizure detection using a time-frequency matched filter with a reduced template set. ISSPA (2005)