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Thomas De Cooman
Thomas De Cooman
Verified email at esat.kuleuven.be
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Year
Automated epileptic seizure detection based on wearable ECG and PPG in a hospital environment
K Vandecasteele, T De Cooman, Y Gu, E Cleeren, K Claes, ...
Sensors 17 (10), 2338, 2017
1812017
Visual seizure annotation and automated seizure detection using behind‐the‐ear electroencephalographic channels
K Vandecasteele, T De Cooman, J Dan, E Cleeren, S Van Huffel, ...
Epilepsia 61 (4), 766-775, 2020
652020
Online automated seizure detection in temporal lobe epilepsy patients using single-lead ECG
T De Cooman, C Varon, B Hunyadi, W Van Paesschen, L Lagae, ...
International journal of neural systems 27 (07), 1750022, 2017
582017
Ictal autonomic changes as a tool for seizure detection: a systematic review
A van Westrhenen, T De Cooman, RHC Lazeron, S Van Huffel, RD Thijs
Clinical Autonomic Research 29, 161-181, 2019
492019
Personalizing heart rate-based seizure detection using supervised SVM transfer learning
T De Cooman, K Vandecasteele, C Varon, B Hunyadi, E Cleeren, ...
Frontiers in neurology 11, 145, 2020
402020
The power of ECG in multimodal patient‐specific seizure monitoring: added value to an EEG‐based detector using limited channels
K Vandecasteele, T De Cooman, C Chatzichristos, E Cleeren, L Swinnen, ...
Epilepsia 62 (10), 2333-2343, 2021
392021
Adaptive heart rate-based epileptic seizure detection using real-time user feedback
T De Cooman, TW Kjĉr, S Van Huffel, HB Sorensen
Physiological measurement 39 (1), 014005, 2018
332018
Adaptive nocturnal seizure detection using heart rate and low-complexity novelty detection
T De Cooman, C Varon, A Van de Vel, K Jansen, B Ceulemans, L Lagae, ...
Seizure 59, 48-53, 2018
282018
Heart beat detection in multimodal data using automatic relevant signal detection
T De Cooman, G Goovaerts, C Varon, D Widjaja, T Willemen, ...
Physiological Measurement 36 (8), 1691, 2015
252015
Heart beat detection in multimodal data using signal recognition and beat location estimation
T De Cooman, G Goovaerts, C Varon, D Widjaja, S Van Huffel
Computing in Cardiology 2014, 257-260, 2014
242014
Online detection of tonic-clonic seizures in pediatric patients using ECG and low-complexity incremental novelty detection
T De Cooman, A Van de Vel, B Ceulemans, L Lagae, B Vanrumste, ...
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
152015
Semi-supervised one-class transfer learning for heart rate based epileptic seizure detection
T De Cooman, C Varon, A Van de Vel, B Ceulemans, L Lagae, ...
2017 Computing in Cardiology (CinC), 1-4, 2017
132017
Online seizure detection in adults with temporal lobe epilepsy using single-lead ECG
T De Cooman, E Carrette, P Boon, A Meurs, S Van Huffel
2014 22nd European Signal Processing Conference (EUSIPCO), 1532-1536, 2014
132014
Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in children
T De Cooman, C Varon, A Van de Vel, B Ceulemans, L Lagae, ...
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
122018
Estimation of the maximal heart rate to improve online tonic-clonic seizure detection using ECG
T De Cooman, A Van de Vel, B Ceulemans, L Lagae, W Van Paesschen, ...
2015 Computing in Cardiology Conference (CinC), 977-980, 2015
32015
Epileptic Seizure Detection in a Home Environment
T De Cooman
PhD thesis, 2018
22018
Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit
R Azriel, CD Hahn, T De Cooman, S Van Huffel, ET Payne, KL McBain, ...
Physiological Measurement 43 (9), 095003, 2022
12022
Supervised transfer learning for personalized heart rate based epileptic seizure detection
T De Cooman, C Varon, W Van Paesschen, S Van Huffel
2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018
2018
Ictal autonomic changes as a tool for seizure detection: a systematic
A van Westrhenen, T De Cooman, RHC Lazeron, S Van Huffel, RD Thijs
2018
Visual seizure annotation and automated seizure detection using behind-the-ear EEG channels
K Vandecasteele, T De Cooman, J Dan, E Cleeren, S Van Huffel, ...
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