Berten Ceulemans

15 papers B 2C 1Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2018 — conf
Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in children.
BHI
Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
2017 J jnl
Feature selection methods for accelerometry-based seizure detection in children.
Medical Biol. Eng. Comput.
Milica Milosevic, Anouk Van de Vel, Kris Cuppens, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2017 — conf
Semi-Supervised One-Class Transfer Learning for Heart Rate Based Epileptic Seizure Detection.
CinC
Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
2016 J jnl
Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients.
IEEE J. Biomed. Health Informatics
Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2015 — conf
Estimation of the Maximal Heart Rate to Improve Online Tonic-Clonic Seizure Detection using ECG.
CinC
Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Wim Van Paesschen, Bart Vanrumste, Sabine Van Huffel
2015 — conf
Online detection of tonic-clonic seizures in pediatric patients using ECG and low-complexity incremental novelty detection.
EMBC
Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2014 J jnl
Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection.
IEEE J. Biomed. Health Informatics
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
2014 J jnl
Detecting rare events using extreme value statistics applied to epileptic convulsions in children.
Artif. Intell. Medicine
Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
2014 — conf
Detection of epileptic convulsions from accelerometry signals through machine learning approach.
MLSP
Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2013 C conf
Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers.
ICPRAM
Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
2012 — conf
Automatic Video Detection of Nocturnal Epileptic Movement based on Motion Tracks.
BIOSIGNALS
Kris Cuppens, Bert Bonroy, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste
2012 B conf
Integrating video and accelerometer signals for nocturnal epileptic seizure detection.
ICMI
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
2012 — conf
Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video.
EMBC
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
2010 J jnl
Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy.
Medical Biol. Eng. Comput.
Kris Cuppens, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
2010 B conf
Detection of Epileptic Seizures Using Video Data.
Intelligent Environments
Kris Cuppens, Bart Vanrumste, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel