Nathan J. Stevenson

27 papers Journal 9Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Age prediction from infancy to adolescence at the onset of N2 sleep using an ECG-derived tachogram. Biomed. Signal Process. Control. Kartik K. Iyer, James A. Roberts, Michaela Waak, Simon J. Vogrin, Ajay Kevat, Jasneek Chawla, Leena M. Haataja, Leena Lauronen, Sampsa Vanhatalo, Nathan J. Stevenson
2026	J	`jnl`	Nonstationary signal decomposition using quadratic time-frequency distributions. Signal Process. John M. O'Toole, Nathan J. Stevenson
2023	—	`conf`	Analysing heart rate variability in preterm infants: the effect of temporal adjustment of NN peaks and missing data. EMBC Nathan J. Stevenson, Kartik K. Iyer, Vito Giordano, Katrin Klebermaß-Schrehof, Sampsa Vanhatalo
2023	—	`conf`	Optimization of time series features to estimate brain age in children from electroencephalography. EMBC Kartik K. Iyer, James A. Roberts, Michaela Waak, Ajay Kevat, Jasneek Chawla, Leena Lauronen, Sampsa Vanhatalo, Nathan J. Stevenson
2022	J	`jnl`	Ensemble learning using individual neonatal data for seizure detection. CoRR Ana Borovac, Steinn Gudmundsson, Gardar Thorvardsson, Saeed M. Moghadam, Päivi Nevalainen, Nathan J. Stevenson, Sampsa Vanhatalo, Thomas Philip Runarsson
2022	J	`jnl`	Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy. Comput. Biol. Medicine Karoliina T. Tapani, Päivi Nevalainen, Sampsa Vanhatalo, Nathan J. Stevenson
2022	J	`jnl`	Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy. CoRR Karoliina T. Tapani, Päivi Nevalainen, Sampsa Vanhatalo, Nathan J. Stevenson
2021	J	`jnl`	Automated detection of artefacts in neonatal EEG with residual neural networks. Comput. Methods Programs Biomed. Lachlan Webb, Minna Kauppila, James A. Roberts, Sampsa Vanhatalo, Nathan J. Stevenson
2020	—	`conf`	Deep learning for estimation of functional brain maturation from EEG of premature neonates. EMBC 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
2019	—	`conf`	Hybrid neonatal EEG seizure detection algorithms achieve the benchmark of visual interpretation of the human expert. EMBC Nathan J. Stevenson, Karoliina T. Tapani, Sampsa Vanhatalo
2019	J	`jnl`	Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection. Int. J. Neural Syst. Karoliina T. Tapani, Sampsa Vanhatalo, Nathan J. Stevenson
2015	—	`conf`	Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns. EMBC Shima Gholinezhadasnefestani, Andriy Temko, Nathan J. Stevenson, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
2014	—	`conf`	Artefact detection in neonatal EEG. EMBC Nathan J. Stevenson, John M. O'Toole, Irina Korotchikova, Geraldine B. Boylan
2014	—	`conf`	Assessing instantaneous energy in the EEG: A non-negative, frequency-weighted energy operator. EMBC John M. O'Toole, Andriy Temko, Nathan J. Stevenson
2014	J	`jnl`	Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary. IEEE Trans. Biomed. Eng. Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2014	—	`conf`	Robustness of time frequency distribution based features for automated neonatal EEG seizure detection. EMBC Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2012	—	`conf`	A novel dictionary for neonatal EEG seizure detection using atomic decomposition. EMBC Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2012	—	`conf`	Temporal evolution of seizure burden for automated neonatal EEG classification. EMBC Andriy Temko, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
2010	—	`conf`	An estimate of newborn EEG amplitude with limited frequency content. ISSPA Nathan J. Stevenson, Irina Korotchikova, Geraldine B. Boylan
2007	J	`jnl`	A Nonstationary Model of Newborn EEG. IEEE Trans. Biomed. Eng. Luke Rankine, Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
2007	—	`conf`	A joint time-frequency empirical mode decomposition for nonstationary signal separation. ISSPA Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash, Harper J. Whitehouse
2007	—	`conf`	A time-frequency distribution based on the empirical mode decomposition. ISSPA Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
2007	—	`conf`	Modelling newborn EEG background using a time-Varying fractional Brownian process. EUSIPCO Nathan J. Stevenson, Luke Rankine, Mostefa Mesbah, Boualem Boashash
2005	—	`conf`	A quantitative comparison of non-parametric time-frequency representations. EUSIPCO Luke Rankine, Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
2005	—	`conf`	A sampling limit for the empirical mode decomposition. ISSPA Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
2005	—	`conf`	An improvement to the multiple window spectrogram using quadratic time-frequency distributions. ISSPA Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
2003	—	`conf`	The BT product as a signal dependent sample size estimate in hypothesis testing: an application to linear/nonlinear discrimination in bandwidth limited systems. ISSPA (2) Nathan J. Stevenson, Edward Palmer, James Smeathers, Boualem Boashash