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Gunnar Naulaers
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2020 – today
- 2022
- [j9]Amir Hossein Ansari
, Kirubin Pillay
A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels. IEEE J. Biomed. Health Informatics 26(3): 1023-1033 (2022)
2010 – 2019
- 2019
- [j8]Ofelie De Wel
Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants. Entropy 21(10): 936 (2019) - [j7]Amir Hossein Ansari, Perumpillichira J. Cherian
Neonatal Seizure Detection Using Deep Convolutional Neural Networks. Int. J. Neural Syst. 29(4): 1850011:1-1850011:20 (2019) - [c15]Nick Seeuws, Amir Hossein Ansari, Sabine Van Huffel, Gunnar Naulaers:
Unsupervised Deep Feature Extraction for Neonatal Sleep Stage Classification. BNAIC/BENELEARN 2019 - [c14]Alexander Caicedo, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits
Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions. EMBC 2019: 660-663 - [c13]Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Margot Deviaene, Jonathan Moeyersons
The implementation of an apnea-based perinatal stress calculator. EMBC 2019: 6000-6003 - 2018
- [j6]Dries Hendrikx
Using Graph Theory to Assess the Interaction between Cerebral Function, Brain Hemodynamics, and Systemic Variables in Premature Infants. Complex. 2018: 6504039:1-6504039:15 (2018) - [j5]Amir Hossein Ansari
Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data. IEEE J. Biomed. Health Informatics 22(4): 1114-1123 (2018) - [c12]Kirubin Pillay, Anneleen Dereymaeker, Katrien Jansen, Gunnar Naulaers
A Bayesian parametric model for quantifying brain maturation from sleep-EEG in the vulnerable newborn baby. EMBC 2018: 1-4 - 2017
- [j4]Mario Lavanga
Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation. Complex. 2017: 9078541:1-9078541:13 (2017) - [j3]Ofelie De Wel
Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification. Entropy 19(10): 516 (2017) - [j2]Anneleen Dereymaeker, Kirubin Pillay, Jan Vervisch, Sabine Van Huffel, Gunnar Naulaers
An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation. Int. J. Neural Syst. 27(6): 1750023:1-1750023:18 (2017) - [c11]Mario Lavanga, Ofelie De Wel, Alexander Caicedo
Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation. EMBC 2017: 2010-2013 - [c10]Amir Hossein Ansari, P. J. Cherian
Improved neonatal seizure detection using adaptive learning. EMBC 2017: 2810-2813 - 2016
- [j1]Vladimir Matic, Perumpillichira J. Cherian
Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants. IEEE Trans. Biomed. Eng. 63(5): 973-983 (2016) - 2015
- [c9]Ninah Koolen, Anneleen Dereymaeker, Okko Johannes Räsänen
Data-driven metric representing the maturation of preterm EEG. EMBC 2015: 1492-1495 - [c8]Amir Hossein Ansari, Vladimir Matic, Maarten De Vos
Improvement of an automated neonatal seizure detector using a post-processing technique. EMBC 2015: 5859-5862 - [c7]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: 164-169 - 2014
- [c6]Alexander Caicedo, Carolina Varon
Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging. EMBC 2014: 4208-4211 - [c5]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: 765-770 - 2013
- [c4]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: 105-111 - [c3]Alexander Caicedo, Gunnar Naulaers
Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS. EMBC 2013: 2032-2035 - 2012
- [c2]Vladimir Matic, Perumpillichira J. Cherian
Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy. EMBC 2012: 17-20
2000 – 2009
- 2002
- [c1]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: 167-172
Coauthor Index
aka: Alexander Caicedo Dorado
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