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Carolina Varon
Carolina Varon
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A novel algorithm for the automatic detection of sleep apnea from single-lead ECG
C Varon, A Caicedo, D Testelmans, B Buyse, S Van Huffel
IEEE Transactions on Biomedical Engineering 62 (9), 2269-2278, 2015
3242015
Application of kernel principal component analysis for single-lead-ECG-derived respiration
D Widjaja, C Varon, A Dorado, JAK Suykens, S Van Huffel
IEEE Transactions on Biomedical Engineering 59 (4), 1169-1176, 2012
1522012
A Comparative Study of ECG-derived Respiration in Ambulatory Monitoring using the Single-lead ECG
C Varon, J Morales, J Lázaro, M Orini, M Deviaene, S Kontaxis, ...
Scientific reports 10 (1), 5704, 2020
942020
Automatic Screening of Sleep Apnea Patients Based on the SpO2 Signal
M Deviaene, D Testelmans, B Buyse, P Borzée, S Van Huffel, C Varon
IEEE journal of biomedical and health informatics 23 (2), 607-617, 2018
692018
Peri-ictal ECG changes in childhood epilepsy: implications for detection systems
K Jansen, C Varon, S Van Huffel, L Lagae
Epilepsy & Behavior 29 (1), 72-76, 2013
602013
Artefact detection and quality assessment of ambulatory ECG signals
J Moeyersons, E Smets, J Morales, A Villa, W De Raedt, D Testelmans, ...
Computer methods and programs in biomedicine 182, 105050, 2019
562019
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
552017
Unconstrained estimation of HRV indices after removing respiratory influences from heart rate
C Varon, J Lázaro, J Bolea, A Hernando, J Aguiló, E Gil, S Van Huffel, ...
IEEE journal of biomedical and health informatics 23 (6), 2386-2397, 2018
522018
Unconstrained estimation of HRV indices after removing respiratory influences from heart rate
C Varon, J Lázaro, J Bolea, A Hernando, J Aguiló, E Gil, S Van Huffel, ...
IEEE journal of biomedical and health informatics 23 (6), 2386-2397, 2018
522018
A machine-learning approach for detection and quantification of QRS fragmentation
G Goovaerts, S Padhy, B Vandenberk, C Varon, R Willems, S Van Huffel
IEEE journal of biomedical and health informatics 23 (5), 1980-1989, 2018
502018
Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring
ID Castro, C Varon, T Torfs, S Van Huffel, R Puers, C Van Hoof
Sensors 18 (2), 577, 2018
502018
Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO Signals
R Lazazzera, M Deviaene, C Varon, B Buyse, D Testelmans, P Laguna, ...
IEEE Transactions on Biomedical Engineering 68 (5), 1496-1506, 2020
462020
Noise level estimation for model selection in kernel PCA denoising
C Varon, C Alzate, JAK Suykens
IEEE transactions on neural networks and learning systems 26 (11), 2650-2663, 2015
442015
Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation
H De Canničre, F Corradi, CJP Smeets, M Schoutteten, C Varon, ...
Sensors 20 (12), 3601, 2020
432020
Can ECG monitoring identify seizures?
C Varon, K Jansen, L Lagae, S Van Huffel
Journal of electrocardiology 48 (6), 1069-1074, 2015
412015
R-DECO: An open-source Matlab based graphical user interface for the detection and correction of R-peaks
J Moeyersons, M Amoni, S Van Huffel, R Willems, C Varon
PeerJ Computer Science 5, e226, 2019
392019
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
Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring
D Huysmans, P Borzée, D Testelmans, B Buyse, T Willemen, S Van Huffel, ...
Sensors 19 (9), 2133, 2019
372019
Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis
C Varon, D Testelmans, B Buyse, JAK Suykens, S Van Huffel
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
292012
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
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