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Kaat Vandecasteele
Kaat Vandecasteele
Algorithm Engineer at BioRICS, Doctor in Biomedical Engineering
Bestätigte E-Mail-Adresse bei dauwdruppel.be
Titel
Zitiert von
Zitiert von
Jahr
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
1752017
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
622020
Accurate detection of typical absence seizures in adults and children using a two‐channel electroencephalographic wearable behind the ears
L Swinnen, C Chatzichristos, K Jansen, L Lagae, C Depondt, L Seynaeve, ...
Epilepsia 62 (11), 2741-2752, 2021
442021
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, 505010, 2020
372020
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
342021
Epileptic seizure detection in EEG via fusion of multi-view attention-gated U-net deep neural networks
C Chatzichristos, J Dan, AM Narayanan, N Seeuws, K Vandecasteele, ...
2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-7, 2020
292020
Artifact Detection of Wrist Photoplethysmograph Signals.
K Vandecasteele, J Lázaro, E Cleeren, K Claes, W Van Paesschen, ...
BIOSIGNALS, 182-189, 2018
182018
Automatic annotation correction for wearable EEG based epileptic seizure detection
J Zhang, C Chatzichristos, K Vandecasteele, L Swinnen, V Broux, ...
Journal of Neural Engineering 19 (1), 016038, 2022
172022
Classification with a deferral option and low-trust filtering for automated seizure detection
T Becker, K Vandecasteele, C Chatzichristos, W Van Paesschen, ...
Sensors 21 (4), 1046, 2021
152021
The power of ECG in semi-automated seizure detection in addition to two-channel behind-the-ear EEG
M Bhagubai, K Vandecasteele, L Swinnen, J Macea, C Chatzichristos, ...
Bioengineering 10 (4), 491, 2023
32023
Multimodal Epileptic Seizure Detection: Towards a Wearable Solution
K Vandecasteele
2021
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