Thomas De Cooman

According to our database, Thomas De Cooman authored at least 10 papers between 2014 and 2022.

Collaborative distances:

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

2022

Machine Learning to Support Triage of Children at Risk for Epileptic Seizures in the Pediatric Intensive Care Unit.

Raphael Azriel, Cecil D. Hahn, Thomas De Cooman, Sabine Van Huffel, Eric T. Payne, Kristin L. McBain, Danny Eytan, Joachim A. Behar

CoRR, 2022

2018

Supervised Transfer Learning for Personalized Heart Rate Based Epileptic Seizure Detection.

Thomas De Cooman, Carolina Varon, Wim Van Paesschen, Sabine Van Huffel

Proceedings of the Computing in Cardiology, 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

Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment.

Kaat Vandecasteele, Thomas De Cooman, Ying Gu, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi

Sensors, 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

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

Online seizure detection in adults with temporal lobe epilepsy using single-lead ECG.

Thomas De Cooman, Evelien Carrette, Paul Boon, Alfred Meurs, Sabine Van Huffel

Proceedings of the 22nd European Signal Processing Conference, 2014

Heart Beat Detection in Multimodal Data using Signal Recognition and Beat Location Estimation.

Thomas De Cooman, Griet Goovaerts, Carolina Varon, Devy Widjaja, Sabine Van Huffel

Proceedings of the Computing in Cardiology, CinC 2014, 2014