Berten Ceulemans

According to our database, Berten Ceulemans authored at least 15 papers between 2010 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in children.

Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017

Feature selection methods for accelerometry-based seizure detection in children.

Milica Milosevic, Anouk Van de Vel, Kris Cuppens, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel

Medical Biol. Eng. Comput., 2017

Semi-Supervised One-Class Transfer Learning for Heart Rate Based Epileptic Seizure Detection.

Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel

Proceedings of the Computing in Cardiology, 2017

2016

Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients.

Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel

IEEE J. Biomed. Health Informatics, 2016

2015

Online detection of tonic-clonic seizures in pediatric patients using ECG and low-complexity incremental novelty detection.

Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Estimation of the Maximal Heart Rate to Improve Online Tonic-Clonic Seizure Detection using ECG.

Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Wim Van Paesschen, Bart Vanrumste, Sabine Van Huffel

Proceedings of the Computing in Cardiology, 2015

2014

Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection.

Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Stijn Luca, Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste

IEEE J. Biomed. Health Informatics, 2014

Detecting rare events using extreme value statistics applied to epileptic convulsions in children.

Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste

Artif. Intell. Medicine, 2014

Detection of epileptic convulsions from accelerometry signals through machine learning approach.

Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

2013

Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers.

Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste

Proceedings of the ICPRAM 2013, 2013

2012

Integrating video and accelerometer signals for nocturnal epileptic seizure detection.

Kris Cuppens, Chih-Wei Chen, Kevin Bing-Yung Wong, Anouk Van de Vel, Lieven Lagae, Berten Ceulemans, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste, Hamid K. Aghajan

Proceedings of the International Conference on Multimodal Interaction, 2012

Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video.

Kris Cuppens, Chih-Wei Chen, Kevin Bing-Yung Wong, Anouk Van de Vel, Lieven Lagae, Berten Ceulemans, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste, Hamid K. Aghajan

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic Video Detection of Nocturnal Epileptic Movement based on Motion Tracks.

Kris Cuppens, Bert Bonroy, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste

Proceedings of the BIOSIGNALS 2012, 2012

2010

Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy.

Kris Cuppens, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste

Medical Biol. Eng. Comput., 2010

Detection of Epileptic Seizures Using Video Data.

Kris Cuppens, Bart Vanrumste, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel

Proceedings of the Sixth International Conference on Intelligent Environments, 2010