Katrien Jansen

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.

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.

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).

Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants

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

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..

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).

Detection of epileptic seizures by means of morphological changes in the ECG

Sabine Van Huffel, Lieven Lagae, Carolina Varon, 2013, Computing in Cardiology 2013.

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.

Heart Rate Variability Analysis of Children with Refractory Epilepsy before and after the Vagus Nerve Stimulation

Sabine Van Huffel, Lieven Lagae, Milica Milosevic, 2011, BIOSIGNALS.

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.

Phase-Rectified Signal Averaging to Evaluate ANS Development in Premature Infants

Sabine Van Huffel, Maristella Lucchini, Carolina Varon, 2013, BIOSIGNALS.

Transient behavior of cardiorespiratory interactions towards the onset of epileptic seizures

Sabine Van Huffel, Luca Faes, Lieven Lagae, 2014, Computing in Cardiology 2014.

Neonatal EEG sleep stage classification based on deep learning and HMM

Marina De Vos, Hojat Ghimatgar, Kamran Kazemi, 2020, Journal of neural engineering.

Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging

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

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.

Peri-ictal ECG changes in childhood epilepsy: Implications for detection systems

Sabine Van Huffel, Lieven Lagae, Carolina Varon, 2013, Epilepsy & Behavior.

Heart rate variability in newborns with hypoxic brain injury.

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

Ictal and interictal respiratory changes in temporal lobe and absence epilepsy in childhood

Sabine Van Huffel, Lieven Lagae, Carolina Varon, 2013, Epilepsy Research.

Prenatal Diagnosis and Patient Preferences in Patients with Neural Tube Defects around the Advent of Fetal Surgery in Belgium and Holland

Katrien Jansen, Dick Oepkes, Roland Devlieger, 2014, Fetal Diagnosis and Therapy.

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.

Respiratory pattern in infants with West symdrome

Sabine Van Huffel, Carolina Varon, Katrien Jansen, 2012 .

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

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

Can ECG monitoring identify seizures?

Sabine Van Huffel, Lieven Lagae, Carolina Varon, 2015, Journal of electrocardiology.

Review of sleep-EEG in preterm and term neonates.

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

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.

Autonomic effects of refractory epilepsy on heart rate variability in children: influence of intermittent vagus nerve stimulation

Sabine Van Huffel, Julien Penders, Lieven Lagae, 2011, Developmental medicine and child neurology.

Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood

Sabine Van Huffel, Luca Faes, Daniele Marinazzo, 2014, 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO).

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.