Lieven Lagae

According to our database, Lieven Lagae authored at least 29 papers between 2006 and 2021.

Collaborative distances:

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

2021

Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex.

Mario Lavanga, Jessie De Ridder, Katarzyna Kotulska, Romina Moavero, Paolo Curatolo, Bernhard Weschke, Kate Riney, Martha Feucht, Pavel Krsek, Rima Nabbout, Anna C. Jansen, Konrad Wojdan, Dorota Domanska-Pakiela, Magdalena Kaczorowska-Frontczak, Christoph Hertzberg, Cyrille H. Ferrier, Sharon Samueli, Alena Jahodova, Eleonora Aronica, David J. Kwiatkowski, Floor E. Jansen, Sergiusz Jozwiak, Lieven Lagae, Sabine Van Huffel, Alexander Caicedo

Biomed. Signal Process. Control., 2021

2020

EEG source localization analysis in epileptic children during a visual working-memory task.

Evangelos Galaris, Ioannis Gallos, Ivan Myatchin, Lieven Lagae, Constantinos I. Siettos

CoRR, 2020

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

Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG.

Thomas De Cooman, Carolina Varon, Borbála Hunyadi, Wim Van Paesschen, Lieven Lagae, Sabine Van Huffel

Int. J. Neural Syst., 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

Left fronto-parietal white matter correlates with individual differences in children's ability to solve additions and multiplications: A tractography study.

Leen Van Beek, Pol Ghesquière, Lieven Lagae, Bert De Smedt

NeuroImage, 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

Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging.

Carolina Varon, Alexander Caicedo, Katrien Jansen, Lieven Lagae, Sabine Van Huffel

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Transient Behavior of Cardiorespiratory Interactions towards the Onset of Epileptic Seizures.

Carolina Varon, Katrien Jansen, Lieven Lagae, Luca Faes, Sabine Van Huffel

Proceedings of the Computing in Cardiology, CinC 2014, 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

Detection of Epileptic Seizures by Means of Morphological Changes in the ECG.

Carolina Varon, Katrien Jansen, Lieven Lagae, Sabine Van Huffel

Proceedings of the Computing in Cardiology, 2013

2012

The "why" and "how" of JointICA: Results from a visual detection task.

Bogdan Mijovic, Katrien Vanderperren, Nikolay Novitskiy, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Johan Wagemans, Sabine Van Huffel, Maarten De Vos

NeuroImage, 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

2011

The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task.

Nikolay Novitskiy, Jennifer R. Ramautar, Katrien Vanderperren, Maarten De Vos, Maarten Mennes, Bogdan Mijovic, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel, Johan Wagemans

NeuroImage, 2011

Heart Rate Variability Analysis of Children with Refractory Epilepsy before and after the Vagus Nerve Stimulation.

Milica Milosevic, Steven Vandeput, Sabine Van Huffel, Katrien Jansen, Lieven Lagae

Proceedings of the BIOSIGNALS 2011, 2011

2010

Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects.

Katrien Vanderperren, Maarten De Vos, Jennifer R. Ramautar, Nikolay Novitskiy, Maarten Mennes, Sara Assecondi, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Johan Wagemans, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel

NeuroImage, 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

2008

Injection locked CMOS buffer dedicated to nanomagnetic based voltage controlled oscillator.

Franck Badets, Lieven Lagae, Sven Cornelissen, Thibaut Devolder, Claude Chappert

Proceedings of the 15th IEEE International Conference on Electronics, Circuits and Systems, 2008

2007

Linear normalization of MR brain images in pediatric patients with periventricular leukomalacia.

Bart Machilsen, Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Horst K. Hahn, Lieven Lagae, Peter Stiers

NeuroImage, 2007

2006

Mapping multiple visual areas in the human brain with a short fMRI sequence.

Peter Stiers, Ronald R. Peeters, Lieven Lagae, Paul Van Hecke, Stefan Sunaert

NeuroImage, 2006