• (Dereymaeker *, A., Ansari *, A. H.), Jansen, K., Cherian, P. J., Vervisch, J., Govaert, P., De Wispelaere, L., Dielman, C., Matic, V., Caicedo, A., De Vos, M., Van Huffel, S., Naulaers, G., (2017). Interrater agreement in visual scoring of neonatal seizures based on majority voting on a web-based system: The Neoguard EEG database. Clinical Neurophysiology, 128(9), 1737-1745.

 

• Ansari, A. H.,Cherian, P. J., Caicedo, A., Jansen, K., Dereymaeker, A., De Wispelaere, L., Dielman, C., Vervisch, J., Govaert, P., De Vos, M., Naulaers, G., Van Huffel, S., (2017). Weighted performance metrics for automatic neonatal seizure detection using multi-scored EEG data. Accepted for publication in IEEE Journal of Biomedical and Health Informatics. In Press.

 

• Ansari, A. H.,Cherian, P. J., Caicedo, A., De Vos, M., Naulaers, G., Van Huffel, S., (2018). Neonatal seizure detection using deep convolutional neural networks. Accepted for publication in International Journal of Neural Systems. In Press.

 

• Dereymaeker, A., Matic, V., Ansari, A. H., Cherian, P. J., Vervisch, J., Govaert, P., De Wel, O., Caicedo, A., De Vos, M., Van Huffel, S., Naulaers, G., Jansen, K., (2018). Automated EEG background analysis to identify neonates with hypoxic-ischemic encephalopathy treated with hypothermia at risk for adverse outcome: a pilot study. Accepted for publication in Pediatrics and Neonatology. In Press.

 

• Ansari, A. H., Matic, V., De Vos, M., Naulaers, G., Cherian, P. J., & Van Huffel, S. (2015, August). Improvement of an automated neonatal seizure detector using a post-processing technique. In Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE(pp. 5859-5862). IEEE.

 

• O. De Wel, M. Lavanga, A. C. Dorado, K. Jansen, A. Dereymaeker, G. Naulaers, and S. Van Huffel, “Complexity analysis of neonatal eeg using multiscale entropy: Applications in brain maturation and sleep stage classification,” Entropy, vol. 19, no. 10, p. 516, 2017.

 

• M. Lavanga, O. De Wel, A. Caicedo, E. Heremans, K. Jansen, A. Dereymaeker, G. Naulaers, and S. Van Huffel, “Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation,” in Engineering in Medicine and Biology Society (EMBC),2017 39th Annual International Conference of the IEEE, pp. 2010–2013, IEEE, 2017.

 

• M. Lavanga, O. De Wel, A. Caicedo Dorado, K. Jansen, A. Dereymaeker, G. Naulaers, and S. Van Huffel, “Linear and nonlinear functional connectivity methods to predict brain maturation in preterm babies,” in 8th international workshop on biosignal interpretation, pp. 37–40, 2016.

 

• Koolen N, Dereymaeker A, Rasanen O, Jansen K, Vervisch J, Matic V, et al. Early development of synchrony in cortical activations in the human. Neuroscience. 2016;322:298-307.

 

• Dereymaeker A, Koolen N, Jansen K, Vervisch J, Ortibus E, De Vos M, et al. The suppression curve as a quantitative approach for measuring brain maturation in preterm infants. Clin Neurophysiol. 2016;127(8):2760-5.

 

•  Ansari AH, Cherian PJ, Dereymaeker A, Matic V, Jansen K, De Wispelaere L, et al. Improved multi-stage neonatal seizure detection using a heuristic classifier and a data-driven post-processor. Clin Neurophysiol. 2016;127(9):3014-24.

 

• Matic V, Cherian PJ, Koolen N, Ansari AH, Naulaers G, Govaert P, et al. Objective differentiation of neonatal EEG background grades using detrended fluctuation analysis. Front Hum Neurosci. 2015;9:189.

 

• Matic V, Cherian J, Jansen K, Koolen N, Naulaers G, Swarte R, et al. Improving reliability of monitoring background EEG dynamics in asphyxiated infants. IEEE Trans Biomed Eng. 2015.

 

• Koolen N, Dereymaeker A, Rasanen O, Jansen K, Vervisch J, Matic V, et al. Data-driven metric representing the maturation of preterm EEG. Conf Proc IEEE Eng Med Biol Soc. 2015;2015:1492-5.

 

• Ansari AH, Matic V, De Vos M, Naulaers G, Cherian PJ, Van Huffel S. Improvement of an automated neonatal seizure detector using a post-processing technique. Conf Proc IEEE Eng Med Biol Soc. 2015;2015:5859-62.

 

• Matic V, Cherian PJ, Koolen N, Naulaers G, Swarte RM, Govaert P, et al. Holistic approach for automated background EEG assessment in asphyxiated full-term infants. J Neural Eng. 2014;11(6):066007.

 

• Koolen N, Jansen K, Vervisch J, Matic V, De Vos M, Naulaers G, et al. Line length as a robust method to detect high-activity events: automated burst detection in premature EEG recordings.Clin Neurophysiol. 2014;125(10):1985-94.

 

• Koolen N, Dereymaeker A, Rasanen O, Jansen K, Vervisch J, Matic V, et al. Interhemispheric synchrony in the neonatal EEG revisited: activation synchrony index as a promising classifier.Front Hum Neurosci. 2014;8:1030.

 

• Matic V, Cherian PJ, Widjaja D, Jansen K, Naulaers G, Van Huffel S, et al. Heart rate variability in newborns with hypoxic brain injury. Adv Exp Med Biol. 2013;789:43-8.

 

• Swarte RM, Cherian PJ, Lequin M, Visser GH, Govaert P. Somatosensory evoked potentials are of additional prognostic value in certain patterns of brain injury in term birth asphyxia. Clin Neurophysiol 2012;123: 1631-38.

 

• Despotovic I, Cherian PJ, De Vos M, Hallez H, Deburchgraeve W, Govaert P, Lequin M, Visser GH, Swarte RM, Vansteenkiste E, Van Huffel S, Philips W. Relationships of EEG sources of neonatal seizures to acute perinatal lesions seen on MRI: a pilot study. Human Brain Mapp 2012 Apr, EPub ahead of print. doi: 10.1002/hbm.22076

 

• Matic V, Cherian PJ, Jansen K, Koolen N, Naulaers G, Swarte RM, Govaert P, Visser GH, Van Huffel S, De Vos M. Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy. Conf Proc IEEE Eng Med Biol Soc. 2012 Aug ;2012:17-20. doi: 10.1109/EMBC.2012.6345860.

 

• Cherian PJ, Deburchgraeve W, Swarte RM, De Vos M, Govaert P, Van Huffel S, Visser GH. Validation of a new automated neonatal seizure detection system: a clinician’s perspective. Clin Neurophysiol 2011;122:1490-9

 

• De Vos M, Deburchgraeve W, Cherian PJ, Matic V, Swarte RM, Visser GH, Govaert P, Van Huffel S. Automated artifact removal as preprocessing refines neonatal seizure detection. Clin Neurophysiol 2011;122:2345-54

 

• Deburchgraeve W, Cherian PJ, De Vos M, Swarte RM, Blok JH, Visser GH,  Govaert P,  Van Huffel S. Time varying neonatal seizure localization. Methods Inf Med 2010;49: 473-78.

 

• Swarte RMC. The clinical value of intensive monitoring in term asphyxiated newborns. PhD thesis, 2010, Erasmus University, Rotterdam.

 

• Perumpillichira J.C.  Improvements in Neonatal Brain Monitoring after Perinatal Asphyxia. PhD thesis, 2010, Erasmus University, Rotterdam. http://repub.eur.nl/resource/pub_20547/index.html

 

• Deburchgraeve W. Development of an automated neonatal EEG seizure monitor. PhD thesis, 2010, Department of Electrical Engineering, Katholieke Universiteit, Leuven.

 

• Cherian PJ, Swarte RM, Visser GH. Technical standards for recording and interpretation of neonatal electroencephalogram in clinical practice. Ann Indian Acad Neurol 2009;12:58-70

 

• Swarte R, Lequin M, Cherian P, Zecic A, van Goudoever J, Govaert P. Imaging patterns of brain injury in term-birth asphyxia. Acta Pediatr 2009;98:586-92.

 

• Deburchgraeve W, Cherian PJ, De Vos M, Swarte R, Blok JH, Visser GH,  Govaert P,  Van Huffel S. Neonatal seizure localization using PARAFAC decomposition. Clin Neurophysiol 2009;120:1787-96.

 

• Deburchgraeve W, Cherian PJ, De Vos M, Swarte R, Blok JH, Visser GH,  Govaert P,  Van Huffel S. Automated neonatal seizure detection mimicking a human observer reading EEG. Clin Neurophysiol 2008;119:2447-2454.

 

• Cherian PJ, Blok JH, Swarte RM, Govaert P, Visser GH. Heart rate changes are insensitive for detecting post-asphyxial seizures in neonates. Neurology 2006;67:2221-23.