Prediction of mental development of preterm newborns at birth time using LS-SVM. - Lieveke Ameye; Chuan Lu; Lukas Lukas; Jos De Brabanter; Johan A. K. Suykens; Sabine Van Huffel; Hans Daniels; Gunnar Naulaers; Hugo Devlieger (ESANN, 2002)

Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy. - 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 (EMBC, 2012)

Automatic Burst Detection based on Line Length in the Premature EEG. - Ninah Koolen; Katrien Jansen; Jan Vervisch; Vladimir Matic; Maarten De Vos; Gunnar Naulaers; Sabine Van Huffel (BIOSIGNALS, 2013)

Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS. - Alexander Caicedo; Gunnar Naulaers; Sabine Van Huffel (EMBC, 2013)

Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging. - Alexander Caicedo; Carolina Varon; Thomas Alderliesten; Petra M. A. Lemmers; Frank van Bel; Gunnar Naulaers; Sabine Van Huffel (EMBC, 2014)

Development of an Interhemispheric Symmetry Measurement in the Neonatal Brain. - Ninah Koolen; Anneleen Dereymaeker; Katrien Jansen; Jan Vervisch; Vladimir Matic; Maarten De Vos; Gunnar Naulaers; Sabine Van Huffel (ICPRAM, 2014)

Improvement of an automated neonatal seizure detector using a post-processing technique. - Amir Hossein Ansari; Vladimir Matic; Maarten De Vos; Gunnar Naulaers; P. J. Cherian; Sabine Van Huffel (EMBC, 2015)

Data-driven metric representing the maturation of preterm EEG. - Ninah Koolen; Anneleen Dereymaeker; Okko Johannes Räsänen; Katrien Jansen; Jan Vervisch; Vladimir Matic; Maarten De Vos; Gunnar Naulaers; Sabine Van Huffel; Sampsa Vanhatalo (EMBC, 2015)

Automated Respiration Detection from Neonatal Video Data. - Ninah Koolen; Olivier Decroupet; Anneleen Dereymaeker; Katrien Jansen; Jan Vervisch; Vladimir Matic; Bart Vanrumste; Gunnar Naulaers; Sabine Van Huffel; Maarten De Vos (ICPRAM (2), 2015)

Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants. - Vladimir Matic; Perumpillichira J. Cherian; Katrien Jansen; Ninah Koolen; Gunnar Naulaers; Renate M. Swarte; Paul Govaert; Sabine Van Huffel; Maarten De Vos (IEEE Trans. Biomed. Eng., 2016)

Improved neonatal seizure detection using adaptive learning. - Amir Hossein Ansari; P. J. Cherian; Alexander Caicedo; Maarten De Vos; Gunnar Naulaers; Sabine Van Huffel (EMBC, 2017)

Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation. - Mario Lavanga; Ofelie De Wel; Alexander Caicedo; Elke Heremans; Katrien Jansen; Anneleen Dereymaeker; Gunnar Naulaers; Sabine Van Huffel (EMBC, 2017)

Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation. - Mario Lavanga; Ofelie De Wel; Alexander Caicedo; Katrien Jansen; Anneleen Dereymaeker; Gunnar Naulaers; Sabine Van Huffel (Complex., 2017)

Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification. - Ofelie De Wel; Mario Lavanga; Alexander Caicedo Dorado; Katrien Jansen; Anneleen Dereymaeker; Gunnar Naulaers; Sabine Van Huffel (Entropy, 2017)

An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation. - Anneleen Dereymaeker; Kirubin Pillay; Jan Vervisch; Sabine Van Huffel; Gunnar Naulaers; Katrien Jansen; Maarten De Vos (Int. J. Neural Syst., 2017)

A Bayesian parametric model for quantifying brain maturation from sleep-EEG in the vulnerable newborn baby. - Kirubin Pillay; Anneleen Dereymaeker; Katrien Jansen; Gunnar Naulaers; Maarten De Vos (EMBC, 2018)

Using Graph Theory to Assess the Interaction between Cerebral Function, Brain Hemodynamics, and Systemic Variables in Premature Infants. - Dries Hendrikx; Liesbeth Thewissen; Anne Smits; Gunnar Naulaers; Karel Allegaert; Sabine Van Huffel; Alexander Caicedo (Complex., 2018)

Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data. - 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 (IEEE J. Biomed. Health Informatics, 2018)

Unsupervised Deep Feature Extraction for Neonatal Sleep Stage Classification. - Nick Seeuws; Amir Hossein Ansari; Sabine Van Huffel; Gunnar Naulaers (BNAIC/BENELEARN, 2019)

Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions. - Alexander Caicedo; Ofelie De Wel; Michiel Vandecappelle; Liesbeth Thewissen; Anne Smits; Karel Allegaert; Lieven De Lathauwer; Gunnar Naulaers; Sabine Van Huffel (EMBC, 2019)

The implementation of an apnea-based perinatal stress calculator. - Mario Lavanga; Ofelie De Wel; Alexander Caicedo; Margot Deviaene; Jonathan Moeyersons; Carolina Varon; Bieke Bollen; Katrien Jansen; Els Ortibus; Gunnar Naulaers; Sabine Van Huffel (EMBC, 2019)

Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants. - Ofelie De Wel; Mario Lavanga; Alexander Caicedo; Katrien Jansen; Gunnar Naulaers; Sabine Van Huffel (Entropy, 2019)

Neonatal Seizure Detection Using Deep Convolutional Neural Networks. - Amir Hossein Ansari; Perumpillichira J. Cherian; Alexander Caicedo; Gunnar Naulaers; Maarten De Vos; Sabine Van Huffel (Int. J. Neural Syst., 2019)

A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels. - Amir Hossein Ansari; Kirubin Pillay; Anneleen Dereymaeker; Katrien Jansen; Sabine Van Huffel; Gunnar Naulaers; Maarten De Vos (IEEE J. Biomed. Health Informatics, 2022)