Gunnar Naulaers

发表

Automated EEG sleep staging in the term-age baby using a generative modelling approach

Sabine Van Huffel, Kirubin Pillay, Anneleen Dereymaeker, 2018, Journal of neural engineering.

Automatic Burst Detection based on Line Length in the Premature EEG

Sabine Van Huffel, Maarten De Vos, Vladimir Matic, 2013, BIOSIGNALS.

Improvement of an automated neonatal seizure detector using a post-processing technique

Sabine Van Huffel, Maarten De Vos, P. J. Cherian, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Prediction of mental development of preterm newborns at birth time using LS-SVM

Sabine Van Huffel, Johan A. K. Suykens, Chuan Lu, 2002, ESANN.

Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification

Sabine Van Huffel, Anneleen Dereymaeker, Katrien Jansen, 2017, Entropy.

NeoGuard: a public, online learning platform for neonatal seizures

Sabine Van Huffel, Maarten De Vos, Anneleen Dereymaeker, 2019 .

Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data

Sabine Van Huffel, Maarten De Vos, Anneleen Dereymaeker, 2018, IEEE Journal of Biomedical and Health Informatics.

Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants

Sabine Van Huffel, Gunnar Naulaers, Ofelie De Wel, 2019, Entropy.

Episodes of apnea and bradycardia in the preterm newborn: impact on cerebral oxygenation measured by near-infrared spectrophotometry

Sabine Van Huffel, Gunnar Naulaers, Johan Craemers, 1998, European Conference on Biomedical Optics.

Holistic approach for automated background EEG assessment in asphyxiated full-term infants

Sabine Van Huffel, Vladimir Matic, Gunnar Naulaers, 2014, Journal of neural engineering.

Using Graph Theory to Assess the Interaction between Cerebral Function, Brain Hemodynamics, and Systemic Variables in Premature Infants

Sabine Van Huffel, Gunnar Naulaers, Alexander Caicedo, 2018, Complex..

Unsupervised Deep Feature Extraction for Neonatal Sleep Stage Classification

Sabine Van Huffel, Gunnar Naulaers, Amir Hossein Ansari, 2019, BNAIC/BENELEARN.

Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging

Sabine Van Huffel, Carolina Varon, Gunnar Naulaers, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation

Sabine Van Huffel, Anneleen Dereymaeker, Katrien Jansen, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

The implementation of an apnea-based perinatal stress calculator

Jonathan Moeyersons, Gunnar Naulaers, Margot Deviaene, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Neonatal Seizure Detection Using Deep Convolutional Neural Networks

Sabine Van Huffel, Maarten De Vos, P. J. Cherian, 2019, Int. J. Neural Syst..

Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants

Sabine Van Huffel, Maarten De Vos, Vladimir Matic, 2016, IEEE Transactions on Biomedical Engineering.

Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS

Sabine Van Huffel, Gunnar Naulaers, Alexander Caicedo, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation

Sabine Van Huffel, Anneleen Dereymaeker, Katrien Jansen, 2017, Complex..

Data-driven method for tracking early EEG maturation

Sabine Van Huffel, Maarten De Vos, Sampsa Vanhatalo, 2015 .

An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation

Sabine Van Huffel, Maarten De Vos, Kirubin Pillay, 2017, Int. J. Neural Syst..

Detection of cerebral autoregulation by near-infrared spectroscopy in neonates: performance analysis of measurement methods

Martin Wolf, Sabine Van Huffel, Gunnar Naulaers, 2012, Journal of biomedical optics.

Data-driven metric representing the maturation of preterm EEG

Sabine Van Huffel, Maarten De Vos, Okko Johannes Räsänen, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy

Sabine Van Huffel, Maarten De Vos, Vladimir Matic, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Bayesian parametric model for quantifying brain maturation from sleep-EEG in the vulnerable newborn baby

Maarten De Vos, Kirubin Pillay, Anneleen Dereymaeker, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants

Sabine Van Huffel, Maarten De Vos, Kirubin Pillay, 2020, Journal of neural engineering.

Automated burst detection in the EEG of the preterm newborn

Sabine Van Huffel, Maarten De Vos, Vladimir Matic, 2012 .

Automated Respiration Detection from Neonatal Video Data

Sabine Van Huffel, Maarten De Vos, Bart Vanrumste, 2015, ICPRAM.

Development of an Interhemispheric Symmetry Measurement in the Neonatal Brain

Sabine Van Huffel, Maarten De Vos, Vladimir Matic, 2014, ICPRAM.

Improved neonatal seizure detection using adaptive learning

Sabine Van Huffel, Maarten De Vos, P. J. Cherian, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Cerebral Tissue Oxygenation and Regional Oxygen Saturation Can Be Used to Study Cerebral Autoregulation in Prematurely Born Infants

Sabine Van Huffel, Gunnar Naulaers, Alexander Caicedo, 2011, Pediatric Research.

Objective differentiation of neonatal EEG background grades using detrended fluctuation analysis

Sabine Van Huffel, Sampsa Vanhatalo, Vladimir Matic, 2015, Front. Hum. Neurosci..

Oxygen Transport to Tissue XXXV

Sabine Van Huffel, Gunnar Naulaers, David K. Harrison, 2013, Advances in Experimental Medicine and Biology.

Heart rate variability in newborns with hypoxic brain injury.

Sabine Van Huffel, Katrien Jansen, Gunnar Naulaers, 2013, Advances in experimental medicine and biology.

Use of Tissue Oxygenation Index and Fractional Tissue Oxygen Extraction as Non-Invasive Parameters for Cerebral Oxygenation

Sabine Van Huffel, Bart Meyns, Gunnar Naulaers, 2007, Neonatology.

The paracetamol concentration‐effect relation in neonates

Gunnar Naulaers, Karel Allegaert, G. Naulaers, 2013, Paediatric anaesthesia.

Relation Between EEG Activity and Brain Oxygenation in Preterm Neonates.

Sabine Van Huffel, Gunnar Naulaers, Alexander Caicedo, 2017, Advances in experimental medicine and biology.

A Review of near Infrared Spectroscopy for Term and Preterm Newborns

Martin Wolf, Gunnar Naulaers, Stefan Kleiser, 2012 .

Variability in pain expression characteristics in former preterm infants

Gunnar Naulaers, Hugo Devlieger, Paul Casaer, 2005, Journal of perinatal medicine.

Interrater agreement in visual scoring of neonatal seizures based on majority voting on a web-based system: The Neoguard EEG database

Sabine Van Huffel, Maarten De Vos, Vladimir Matic, 2017, Clinical Neurophysiology.

Influence of the maternal use of labetalol on the neurogenic mechanism for cerebral autoregulation assessed by means of NIRS.

Sabine Van Huffel, Carolina Varon, Gunnar Naulaers, 2014, Advances in experimental medicine and biology.

Linear and nonlinear functional connectivity methods to predict brain maturation in preterm babies

Sabine Van Huffel, Anneleen Dereymaeker, Katrien Jansen, 2016 .

Effect of maternal use of labetalol on the cerebral autoregulation in premature infants.

Sabine Van Huffel, Gunnar Naulaers, Alexander Caicedo, 2013, Advances in experimental medicine and biology.

Propofol Dose-Finding to Reach Optimal Effect for (Semi-)Elective Intubation in Neonates.

Gunnar Naulaers, Alexander Caicedo, Anne Smits, 2016, The Journal of pediatrics.

Monitoring Neonatal Regional Cerebral Oxygen Saturation in Clinical Practice: Value and Pitfalls

Gunnar Naulaers, Frank van Bel, Petra Lemmers, 2008, Neonatology.

Fetal surgery is a clinical reality.

Zeger Debyser, Joris Vermeesch, Gunnar Naulaers, 2010, Seminars in fetal & neonatal medicine.

Review of sleep-EEG in preterm and term neonates.

Sabine Van Huffel, Kirubin Pillay, Anneleen Dereymaeker, 2017, Early human development.

Cerebral Autoregulation Assessment in Premature Infants: Clinical Relevance

Sabine Van Huffel, Gunnar Naulaers, Lieveke Ameye, 2010 .

A phase II randomized clinical trial on cerebral near-infrared spectroscopy plus a treatment guideline versus treatment as usual for extremely preterm infants during the first three days of life (SafeBoosC): study protocol for a randomized controlled trial

Martin Wolf, Gunnar Naulaers, Gerhard Pichler, 2013, Trials.

Effect of Treatment of Subclinical Neonatal Seizures Detected With aEEG: Randomized, Controlled Trial

Gunnar Naulaers, Floris Groenendaal, Alexandra Zecic, 2010, Pediatrics.

Estimation of muscle fatigue using surface electromyography and near-infrared spectroscopy.

Sabine Van Huffel, Arthur Spaepen, Gunnar Naulaers, 2011, Advances in experimental medicine and biology.

Interhemispheric synchrony in the neonatal EEG revisited: activation synchrony index as a promising classifier

Sabine Van Huffel, Sampsa Vanhatalo, Okko Räsänen, 2014, Front. Hum. Neurosci..

Quiet sleep detection in preterm infants using deep convolutional neural networks

Sabine Van Huffel, Anneleen Dereymaeker, Katrien Jansen, 2018, Journal of neural engineering.

Measurement of tissue oxygenation index during the first three days in premature born infants.

Sabine Van Huffel, Gunnar Naulaers, Geert Morren, 2003, Advances in experimental medicine and biology.

Cerebral and Systemic Hemodynamic Effects of Intravenous Bolus Administration of Propofol in Neonates

Sabine Van Huffel, Gunnar Naulaers, Joke Vanderhaegen, 2009, Neonatology.

Line length as a robust method to detect high-activity events: Automated burst detection in premature EEG recordings

Sabine Van Huffel, Maarten De Vos, Vladimir Matic, 2014, Clinical Neurophysiology.