Anouk Van de Vel

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 6

Top Topics

Epileptic Seizures

Caudate Nucleus

Novelty Detection

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

Publications

Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in children. BHI (2018)
Milica Milosevic, Anouk Van de Vel, Kris Cuppens, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
Feature selection methods for accelerometry-based seizure detection in children. Medical Biol. Eng. Comput. 55 (1) (2017)
Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
Semi-Supervised One-Class Transfer Learning for Heart Rate Based Epileptic Seizure Detection. CinC (2017)
Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients. IEEE J. Biomed. Health Informatics 20 (5) (2016)
Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Wim Van Paesschen, Bart Vanrumste, Sabine Van Huffel
Estimation of the Maximal Heart Rate to Improve Online Tonic-Clonic Seizure Detection using ECG. CinC (2015)
Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
Online detection of tonic-clonic seizures in pediatric patients using ECG and low-complexity incremental novelty detection. EMBC (2015)
Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
Detecting rare events using extreme value statistics applied to epileptic convulsions in children. Artif. Intell. Medicine 60 (2) (2014)
Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
Detection of epileptic convulsions from accelerometry signals through machine learning approach. MLSP (2014)
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
Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers. ICPRAM (2013)
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
Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video. EMBC (2012)
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
Integrating video and accelerometer signals for nocturnal epileptic seizure detection. ICMI (2012)
Kris Cuppens, Bert Bonroy, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste
Automatic Video Detection of Nocturnal Epileptic Movement based on Motion Tracks. BIOSIGNALS (2012)