Detection of Epileptic Seizures Using Video Data. - Kris Cuppens; Bart Vanrumste; Berten Ceulemans; Lieven Lagae; Sabine Van Huffel (Intelligent Environments, 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)

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 (BIOSIGNALS, 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 (EMBC, 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 (ICMI, 2012)

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 (ICPRAM, 2013)

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 (MLSP, 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)

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)

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 (CinC, 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 (EMBC, 2015)

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)

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 (CinC, 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)

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 (BHI, 2018)