The BT product as a signal dependent sample size estimate in hypothesis testing: an application to linear/nonlinear discrimination in bandwidth limited systems. - Nathan J. Stevenson; Edward Palmer; James Smeathers; Boualem Boashash (ISSPA (2), 2003)

A quantitative comparison of non-parametric time-frequency representations. - Luke Rankine; Nathan J. Stevenson; Mostefa Mesbah; Boualem Boashash (EUSIPCO, 2005)

A sampling limit for the empirical mode decomposition. - Nathan J. Stevenson; Mostefa Mesbah; Boualem Boashash (ISSPA, 2005)

An improvement to the multiple window spectrogram using quadratic time-frequency distributions. - Nathan J. Stevenson; Mostefa Mesbah; Boualem Boashash (ISSPA, 2005)

Modelling newborn EEG background using a time-Varying fractional Brownian process. - Nathan J. Stevenson; Luke Rankine; Mostefa Mesbah; Boualem Boashash (EUSIPCO, 2007)

A time-frequency distribution based on the empirical mode decomposition. - Nathan J. Stevenson; Mostefa Mesbah; Boualem Boashash (ISSPA, 2007)

A joint time-frequency empirical mode decomposition for nonstationary signal separation. - Nathan J. Stevenson; Mostefa Mesbah; Boualem Boashash; Harper J. Whitehouse (ISSPA, 2007)

A Nonstationary Model of Newborn EEG. - Luke Rankine; Nathan J. Stevenson; Mostefa Mesbah; Boualem Boashash (IEEE Trans. Biomed. Eng., 2007)

An estimate of newborn EEG amplitude with limited frequency content. - Nathan J. Stevenson; Irina Korotchikova; Geraldine B. Boylan (ISSPA, 2010)

A novel dictionary for neonatal EEG seizure detection using atomic decomposition. - Sunil Belur Nagaraj; Nathan J. Stevenson; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (EMBC, 2012)

Temporal evolution of seizure burden for automated neonatal EEG classification. - Andriy Temko; Nathan J. Stevenson; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (EMBC, 2012)

Robustness of time frequency distribution based features for automated neonatal EEG seizure detection. - Sunil Belur Nagaraj; Nathan J. Stevenson; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (EMBC, 2014)

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 Seizure Detection Using Atomic Decomposition With a Novel Dictionary. - Sunil Belur Nagaraj; Nathan J. Stevenson; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (IEEE Trans. Biomed. Eng., 2014)

Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns. - Shima Gholinezhadasnefestani; Andriy Temko; Nathan J. Stevenson; Geraldine B. Boylan; Gordon Lightbody; William P. Marnane (EMBC, 2015)

Hybrid neonatal EEG seizure detection algorithms achieve the benchmark of visual interpretation of the human expert. - Nathan J. Stevenson; Karoliina T. Tapani; Sampsa Vanhatalo (EMBC, 2019)

Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection. - Karoliina T. Tapani; Sampsa Vanhatalo; Nathan J. Stevenson (Int. J. Neural Syst., 2019)

Deep learning for estimation of functional brain maturation from EEG of premature neonates. - Laura Gschwandtner; Manfred Martin Hartmann; Lisa Oberdorfer; Franz Fürbass; Katrin Klebermaß-Schrehof; Tobias Werther; Nathan J. Stevenson; Gerhard Gritsch; Hannes Perko; Angelika Berger; Tilmann Kluge; Vito Giordano (EMBC, 2020)

Automated detection of artefacts in neonatal EEG with residual neural networks. - Lachlan Webb; Minna Kauppila; James A. Roberts 002; Sampsa Vanhatalo; Nathan J. Stevenson (Comput. Methods Programs Biomed., 2021)

Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy. - Karoliina T. Tapani; Päivi Nevalainen; Sampsa Vanhatalo; Nathan J. Stevenson (Comput. Biol. Medicine, 2022)

Ensemble learning using individual neonatal data for seizure detection. - Ana Borovac; Steinn Gudmundsson; Gardar Thorvardsson; Saeed M. Moghadam; Päivi Nevalainen; Nathan J. Stevenson; Sampsa Vanhatalo; Thomas Philip Runarsson (CoRR, 2022)

Optimization of time series features to estimate brain age in children from electroencephalography. - Kartik K. Iyer; James A. Roberts 002; Michaela Waak; Ajay Kevat; Jasneek Chawla; Leena Lauronen; Sampsa Vanhatalo; Nathan J. Stevenson (EMBC, 2023)

Analysing heart rate variability in preterm infants: the effect of temporal adjustment of NN peaks and missing data. - Nathan J. Stevenson; Kartik K. Iyer; Vito Giordano; Katrin Klebermaß-Schrehof; Sampsa Vanhatalo (EMBC, 2023)

Age prediction from infancy to adolescence at the onset of N2 sleep using an ECG-derived tachogram. - Kartik K. Iyer; James A. Roberts 002; Michaela Waak; Simon J. Vogrin; Ajay Kevat; Jasneek Chawla; Leena M. Haataja; Leena Lauronen; Sampsa Vanhatalo; Nathan J. Stevenson (Biomed. Signal Process. Control., 2026)

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