Gunnar Naulaers

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 15

Top Topics

Convolutional Neural Networks

Top Venues

IEEE J. Biomed. Health Informatics

Int. J. Neural Syst.

Publications

Amir Hossein Ansari, Kirubin Pillay, Anneleen Dereymaeker, Katrien Jansen, Sabine Van Huffel, Gunnar Naulaers, Maarten De Vos
A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Ofelie De Wel, Mario Lavanga, Alexander Caicedo, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel
Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants. Entropy 21 (10) (2019)
Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo, Gunnar Naulaers, Maarten De Vos, Sabine Van Huffel
Neonatal Seizure Detection Using Deep Convolutional Neural Networks. Int. J. Neural Syst. 29 (4) (2019)
Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Margot Deviaene, Jonathan Moeyersons, Carolina Varon, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel
The implementation of an apnea-based perinatal stress calculator. EMBC (2019)
Nick Seeuws, Amir Hossein Ansari, Sabine Van Huffel, Gunnar Naulaers
Unsupervised Deep Feature Extraction for Neonatal Sleep Stage Classification. BNAIC/BENELEARN (2019)
Alexander Caicedo, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits, Karel Allegaert, Lieven De Lathauwer, Gunnar Naulaers, Sabine Van Huffel
Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions. EMBC (2019)
Dries Hendrikx, Liesbeth Thewissen, Anne Smits, Gunnar Naulaers, Karel Allegaert, Sabine Van Huffel, Alexander Caicedo
Using Graph Theory to Assess the Interaction between Cerebral Function, Brain Hemodynamics, and Systemic Variables in Premature Infants. Complex. 2018 (2018)
Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Leen De Wispelaere, Charlotte Dielman, Jan Vervisch, Paul Govaert, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel
Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data. IEEE J. Biomed. Health Informatics 22 (4) (2018)
Kirubin Pillay, Anneleen Dereymaeker, Katrien Jansen, Gunnar Naulaers, Maarten De Vos
A Bayesian parametric model for quantifying brain maturation from sleep-EEG in the vulnerable newborn baby. EMBC (2018)
Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification. Entropy 19 (10) (2017)
Amir Hossein Ansari, P. J. Cherian, Alexander Caicedo, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel
Improved neonatal seizure detection using adaptive learning. EMBC (2017)
Anneleen Dereymaeker, Kirubin Pillay, Jan Vervisch, Sabine Van Huffel, Gunnar Naulaers, Katrien Jansen, Maarten De Vos
An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation. Int. J. Neural Syst. 27 (6) (2017)
Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Elke Heremans, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation. EMBC (2017)
Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation. Complex. 2017 (2017)
Vladimir Matic, Perumpillichira J. Cherian, Katrien Jansen, Ninah Koolen, Gunnar Naulaers, Renate M. Swarte, Paul Govaert, Sabine Van Huffel, Maarten De Vos
Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants. IEEE Trans. Biomed. Eng. 63 (5) (2016)
Ninah Koolen, Anneleen Dereymaeker, Okko Johannes Räsänen, Katrien Jansen, Jan Vervisch, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel, Sampsa Vanhatalo
Data-driven metric representing the maturation of preterm EEG. EMBC (2015)
Amir Hossein Ansari, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, P. J. Cherian, Sabine Van Huffel
Improvement of an automated neonatal seizure detector using a post-processing technique. EMBC (2015)
Ninah Koolen, Olivier Decroupet, Anneleen Dereymaeker, Katrien Jansen, Jan Vervisch, Vladimir Matic, Bart Vanrumste, Gunnar Naulaers, Sabine Van Huffel, Maarten De Vos
Automated Respiration Detection from Neonatal Video Data. ICPRAM (2) (2015)
Alexander Caicedo, Carolina Varon, Thomas Alderliesten, Petra M. A. Lemmers, Frank van Bel, Gunnar Naulaers, Sabine Van Huffel
Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging. EMBC (2014)
Ninah Koolen, Anneleen Dereymaeker, Katrien Jansen, Jan Vervisch, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel
Development of an Interhemispheric Symmetry Measurement in the Neonatal Brain. ICPRAM (2014)
Ninah Koolen, Katrien Jansen, Jan Vervisch, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel
Automatic Burst Detection based on Line Length in the Premature EEG. BIOSIGNALS (2013)
Alexander Caicedo, Gunnar Naulaers, Sabine Van Huffel
Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS. EMBC (2013)
Vladimir Matic, Perumpillichira J. Cherian, Katrien Jansen, Ninah Koolen, Gunnar Naulaers, Renate M. Swarte, Paul Govaert, Gerhard H. Visser, Sabine Van Huffel, Maarten De Vos
Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy. EMBC (2012)
Lieveke Ameye, Chuan Lu, Lukas Lukas, Jos De Brabanter, Johan A. K. Suykens, Sabine Van Huffel, Hans Daniels, Gunnar Naulaers, Hugo Devlieger
Prediction of mental development of preterm newborns at birth time using LS-SVM. ESANN (2002)