Van Huffel S - Search Results

1

A multi-task and multi-channel convolutional neural network for semi-supervised neonatal artefact detection.

Hermans T, Smets L, Lemmens K, Dereymaeker A, Jansen K, Naulaers G, Zappasodi F, Van Huffel S, Comani S, De Vos M. Hermans T, et al. Among authors: van huffel s. J Neural Eng. 2023 Mar 14;20(2). doi: 10.1088/1741-2552/acbc4b. J Neural Eng. 2023. PMID: 36791462

2

Neonatal Seizure Detection Using Deep Convolutional Neural Networks.

Ansari AH, Cherian PJ, Caicedo A, Naulaers G, De Vos M, Van Huffel S. Ansari AH, et al. Among authors: van huffel s. Int J Neural Syst. 2019 May;29(4):1850011. doi: 10.1142/S0129065718500119. Epub 2018 Apr 2. Int J Neural Syst. 2019. PMID: 29747532

3

Quiet sleep detection in preterm infants using deep convolutional neural networks.

Ansari AH, De Wel O, Lavanga M, Caicedo A, Dereymaeker A, Jansen K, Vervisch J, De Vos M, Naulaers G, Van Huffel S. Ansari AH, et al. Among authors: van huffel s. J Neural Eng. 2018 Dec;15(6):066006. doi: 10.1088/1741-2552/aadc1f. Epub 2018 Aug 22. J Neural Eng. 2018. PMID: 30132438

4

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

Ansari AH, De Wel O, Pillay K, Dereymaeker A, Jansen K, Van Huffel S, Naulaers G, De Vos M. Ansari AH, et al. Among authors: van huffel s. J Neural Eng. 2020 Jan 14;17(1):016028. doi: 10.1088/1741-2552/ab5469. J Neural Eng. 2020. PMID: 31689694

5

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

Matic V, Cherian PJ, Koolen N, Naulaers G, Swarte RM, Govaert P, Van Huffel S, De Vos M. Matic V, et al. Among authors: van huffel s. J Neural Eng. 2014 Dec;11(6):066007. doi: 10.1088/1741-2560/11/6/066007. Epub 2014 Oct 31. J Neural Eng. 2014. PMID: 25358441

6

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

Dereymaeker A, Pillay K, Vervisch J, Van Huffel S, Naulaers G, Jansen K, De Vos M. Dereymaeker A, et al. Among authors: van huffel s. Int J Neural Syst. 2017 Sep;27(6):1750023. doi: 10.1142/S012906571750023X. Epub 2017 Feb 24. Int J Neural Syst. 2017. PMID: 28460602 Free PMC article.

7

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

Pillay K, Dereymaeker A, Jansen K, Naulaers G, Van Huffel S, De Vos M. Pillay K, et al. Among authors: van huffel s. J Neural Eng. 2018 Jun;15(3):036004. doi: 10.1088/1741-2552/aaab73. Epub 2018 Jan 30. J Neural Eng. 2018. PMID: 29380744

8

Functional brain maturation and sleep organisation in neonates with congenital heart disease.

Hermans T, Thewissen L, Gewillig M, Cools B, Jansen K, Pillay K, De Vos M, Van Huffel S, Naulaers G, Dereymaeker A. Hermans T, et al. Among authors: van huffel s. Eur J Paediatr Neurol. 2022 Jan;36:115-122. doi: 10.1016/j.ejpn.2021.12.008. Epub 2021 Dec 14. Eur J Paediatr Neurol. 2022. PMID: 34954621

9

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

Matic V, Cherian PJ, Jansen K, Koolen N, Naulaers G, Swarte RM, Govaert P, Visser GH, Van Huffel S, De Vos M. Matic V, et al. Among authors: van huffel s. Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:17-20. doi: 10.1109/EMBC.2012.6345860. Annu Int Conf IEEE Eng Med Biol Soc. 2012. PMID: 23365821

10

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

Koolen N, Dereymaeker A, Räsänen O, Jansen K, Vervisch J, Matic V, De Vos M, Van Huffel S, Naulaers G, Vanhatalo S. Koolen N, et al. Among authors: van huffel s. Front Hum Neurosci. 2014 Dec 23;8:1030. doi: 10.3389/fnhum.2014.01030. eCollection 2014. Front Hum Neurosci. 2014. PMID: 25566040 Free PMC article.

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