Nathan J. Stevenson

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 10

Top Topics

Ensemble Learning

Detection Algorithm

Functional Brain

Heart Rate Variability

Top Venues

Comput. Biol. Medicine

IEEE Trans. Biomed. Eng.

Publications

Kartik K. Iyer, James A. Roberts, Michaela Waak, Ajay Kevat, Jasneek Chawla, Leena Lauronen, Sampsa Vanhatalo, Nathan J. Stevenson
Optimization of time series features to estimate brain age in children from electroencephalography. EMBC (2023)
Nathan J. Stevenson, Kartik K. Iyer, Vito Giordano, Katrin Klebermaß-Schrehof, Sampsa Vanhatalo
Analysing heart rate variability in preterm infants: the effect of temporal adjustment of NN peaks and missing data. EMBC (2023)
Karoliina T. Tapani, Päivi Nevalainen, Sampsa Vanhatalo, Nathan J. Stevenson
Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy. CoRR (2022)
Ana Borovac, Steinn Gudmundsson, Gardar Thorvardsson, Saeed M. Moghadam, Päivi Nevalainen, Nathan J. Stevenson, Sampsa Vanhatalo, Thomas Philip Runarsson
Ensemble learning using individual neonatal data for seizure detection. CoRR (2022)
Karoliina T. Tapani, Päivi Nevalainen, Sampsa Vanhatalo, Nathan J. Stevenson
Validating an SVM-based neonatal seizure detection algorithm for generalizability, non-inferiority and clinical efficacy. Comput. Biol. Medicine 145 (2022)
Lachlan Webb, Minna Kauppila, James A. Roberts, Sampsa Vanhatalo, Nathan J. Stevenson
Automated detection of artefacts in neonatal EEG with residual neural networks. Comput. Methods Programs Biomed. 208 (2021)
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
Deep learning for estimation of functional brain maturation from EEG of premature neonates. EMBC (2020)
Karoliina T. Tapani, Sampsa Vanhatalo, Nathan J. Stevenson
Time-Varying EEG Correlations Improve Automated Neonatal Seizure Detection. Int. J. Neural Syst. 29 (4) (2019)
Nathan J. Stevenson, Karoliina T. Tapani, Sampsa Vanhatalo
Hybrid neonatal EEG seizure detection algorithms achieve the benchmark of visual interpretation of the human expert. EMBC (2019)
Shima Gholinezhadasnefestani, Andriy Temko, Nathan J. Stevenson, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns. EMBC (2015)
John M. O'Toole, Andriy Temko, Nathan J. Stevenson
Assessing instantaneous energy in the EEG: A non-negative, frequency-weighted energy operator. EMBC (2014)
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Robustness of time frequency distribution based features for automated neonatal EEG seizure detection. EMBC (2014)
Nathan J. Stevenson, John M. O'Toole, Irina Korotchikova, Geraldine B. Boylan
Artefact detection in neonatal EEG. EMBC (2014)
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary. IEEE Trans. Biomed. Eng. 61 (11) (2014)
Andriy Temko, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Temporal evolution of seizure burden for automated neonatal EEG classification. EMBC (2012)
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
A novel dictionary for neonatal EEG seizure detection using atomic decomposition. EMBC (2012)
Nathan J. Stevenson, Irina Korotchikova, Geraldine B. Boylan
An estimate of newborn EEG amplitude with limited frequency content. ISSPA (2010)
Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
A time-frequency distribution based on the empirical mode decomposition. ISSPA (2007)
Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash, Harper J. Whitehouse
A joint time-frequency empirical mode decomposition for nonstationary signal separation. ISSPA (2007)
Luke Rankine, Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
A Nonstationary Model of Newborn EEG. IEEE Trans. Biomed. Eng. 54 (1) (2007)
Nathan J. Stevenson, Luke Rankine, Mostefa Mesbah, Boualem Boashash
Modelling newborn EEG background using a time-Varying fractional Brownian process. EUSIPCO (2007)
Luke Rankine, Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
A quantitative comparison of non-parametric time-frequency representations. EUSIPCO (2005)
Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
A sampling limit for the empirical mode decomposition. ISSPA (2005)
Nathan J. Stevenson, Mostefa Mesbah, Boualem Boashash
An improvement to the multiple window spectrogram using quadratic time-frequency distributions. ISSPA (2005)
Nathan J. Stevenson, Edward Palmer, James Smeathers, Boualem Boashash
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) (2003)