Thomas De Cooman

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 8

Top Topics

Temporal Lobe Epilepsy

Location Estimation

Transfer Learning

Top Venues

Int. J. Neural Syst.

Publications

Raphael Azriel, Cecil D. Hahn, Thomas De Cooman, Sabine Van Huffel, Eric T. Payne, Kristin L. McBain, Danny Eytan, Joachim A. Behar
Machine Learning to Support Triage of Children at Risk for Epileptic Seizures in the Pediatric Intensive Care Unit. CoRR (2022)
Thomas De Cooman, Carolina Varon, Wim Van Paesschen, Sabine Van Huffel
Supervised Transfer Learning for Personalized Heart Rate Based Epileptic Seizure Detection. CinC (2018)
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)
Kaat Vandecasteele, Thomas De Cooman, Ying Gu, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment. Sensors 17 (10) (2017)
Thomas De Cooman, Carolina Varon, Borbála Hunyadi, Wim Van Paesschen, Lieven Lagae, Sabine Van Huffel
Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG. Int. J. Neural Syst. 27 (7) (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)
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)
Thomas De Cooman, Griet Goovaerts, Carolina Varon, Devy Widjaja, Sabine Van Huffel
Heart Beat Detection in Multimodal Data using Signal Recognition and Beat Location Estimation. CinC (2014)
Thomas De Cooman, Evelien Carrette, Paul Boon, Alfred Meurs, Sabine Van Huffel
Online seizure detection in adults with temporal lobe epilepsy using single-lead ECG. EUSIPCO (2014)