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 | 198 | 2017 |
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 | 74 | 2020 |
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 | 65 | 2017 |
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 | 53 | 2019 |
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 | 50 | 2021 |
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 | 50 | 2020 |
Adaptive heart rate-based epileptic seizure detection using real-time user feedback T De Cooman, TW Kjær, S Van Huffel, HB Sorensen Physiological measurement 39 (1), 014005, 2018 | 36 | 2018 |
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 | 30 | 2018 |
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 | 28 | 2015 |
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 | 24 | 2014 |
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 | 15 | 2015 |
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 | 13 | 2017 |
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 | 13 | 2014 |
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 | 12 | 2018 |
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 | 4 | 2022 |
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 | 3 | 2015 |
Epileptic Seizure Detection in a Home Environment T De Cooman PhD thesis, 2018 | 2 | 2018 |
Feasibility and determinants of short-term heart rate variability in patients using photoplethysmography-based wearable devices-data derived from TeleCheck-AF H Hillmann, A Hermans, M Gawalko, J Mueller-Leisse, K Betz, ... Europace 26 (Suppl 1), euae102. 676, 2024 | | 2024 |
Photoplethysmography recordings preceding onset atrial fibrillation show a higher heart rate variability-a TeleCheck-AF subanalysis H Hillmann, A Hermans, M Gawalko, J Mueller-Leisse, K Betz, ... Europace 26 (Supplement_1), euae102. 675, 2024 | | 2024 |
The power of ECG in multimodal patient-specific seizure monitoring K Vandecasteele, T De Cooman, W Van Paesschen, B Hunyadi, ... | | 2021 |