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2020 – today
- 2021
[j15]Jonathan Moeyersons
, John F. Morales, Amalia Villa Gómez, Ivan D. Castro, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon:
Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG. Sensors 21(2): 662 (2021)- 2020
- [j14]Hélène De Cannière, Federico Corradi, Christophe Smeets, Melanie Schoutteten, Carolina Varon, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter M. Vandervoort:
Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation. Sensors 20(12): 3601 (2020) - [j13]Margot Deviaene, Pascal Borzee, Merel van Gilst, Johannes P. van Dijk, Sebastiaan Overeem, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers. IEEE Trans. Biomed. Eng. 67(10): 2839-2848 (2020) - [c50]Ivan D. Castro, Aakash Patel, Margot Deviaene, Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon, Tom Torfs:
Unobtrusive, Through-Clothing ECG and Bioimpedance Monitoring in Sleep Apnea Patients. CinC 2020: 1-4 - [c49]Dorien Huysmans, Eva Heffinck, Ivan D. Castro, Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Sleep-Wake Classification for Home Monitoring of Sleep Apnea Patients. CinC 2020: 1-4 - [c48]Ben Jacobs, Amalia Villa Gómez, Jonathan Moeyersons, Sabine Van Huffel, Rik Willems, Carolina Varon:
Can Laplacian Eigenmaps Be Used for Differentiation Between Healthy Subjects and Patients With Corrected Tetralogy of Fallot? CinC 2020: 1-4 - [c47]Jonathan Moeyersons, Ruben De Bosscher, Christophe Dausin, Guido Claessen, André La Gerche, Jan Bogaert, Rik Willems, Sabine Van Huffel, Carolina Varon:
Predicting Left Ventricular Mass Using ECG, Demographic and DXA Features. CinC 2020: 1-4 - [c46]John F. Morales, Pascal Borzée, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Raquel Bailón, Carolina Varon:
A Robust Estimation of the Cardiorespiratory Coupling in the Presence of Abnormal Beats. CinC 2020: 1-4 - [c45]Amalia Villa, Sebastian Ingelaere, Sabine Van Huffel, Rik Willems, Carolina Varon:
Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients. CinC 2020: 1-4
2010 – 2019
- 2019
- [j12]Jonathan Moeyersons, Elena Smets, John F. Morales, Amalia Villa Gómez, Walter De Raedt, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon:
Artefact detection and quality assessment of ambulatory ECG signals. Comput. Methods Programs Biomed. 182 (2019) - [j11]Jonathan Moeyersons, Matthew Amoni, Sabine Van Huffel, Rik Willems, Carolina Varon:
R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks. PeerJ Comput. Sci. 5: e226 (2019) - [j10]Dorien Huysmans, Pascal Borzee, Dries Testelmans, Bertien Buyse, Tim Willemen, Sabine Van Huffel, Carolina Varon:
Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring. Sensors 19(9): 2133 (2019) - [j9]Margot Deviaene, Dries Testelmans, Bertien Buyse, Pascal Borzee, Sabine Van Huffel, Carolina Varon:
Automatic Screening of Sleep Apnea Patients Based on the SpO2 Signal. IEEE J. Biomed. Health Informatics 23(2): 607-617 (2019) - [j8]Griet Goovaerts, Sibasankar Padhy, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel:
A Machine-Learning Approach for Detection and Quantification of QRS Fragmentation. IEEE J. Biomed. Health Informatics 23(5): 1980-1989 (2019) - [j7]Carolina Varon, Jesús Lázaro, Juan Bolea, Alberto Hernando, Jordi Aguiló, Eduardo Gil, Sabine Van Huffel, Raquel Bailón:
Unconstrained Estimation of HRV Indices After Removing Respiratory Influences From Heart Rate. IEEE J. Biomed. Health Informatics 23(6): 2386-2397 (2019) - [c44]Hélène De Cannière, John F. Morales, Carolina Varon, Christophe Smeets, Melanie Schoutteten, Chris Van Hoof, Willemijn Groenendaal, Sabine Van Huffel, Pieter M. Vandervoort:
The Progression of Heart Rate Variability Parameters Throughout Cardiac Rehabilitation. CinC 2019: 1-4 - [c43]Ivan D. Castro, Carolina Varon, Jonathan Moeyersons, Amalia Villa Gómez, John F. Morales, Margot Deviaene, Tom Torfs, Sabine Van Huffel, Robert Puers, Chris Van Hoof:
Data Quality Assessment of Capacitively-Coupled ECG Signals. CinC 2019: 1-4 - [c42]Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Pulse Oximetry Markers for Cardiovascular Disease in Sleep Apnea. CinC 2019: 1-4 - [c41]Javier Milagro, Lorena Soto, Jordi Giner, Carolina Varon, Pablo Laguna, Vicente Plaza, Eduardo Gil, Raquel Bailón:
Heart Rate Variability Analysis Assessment for Asthma Control Stratification. CinC 2019: 1-4 - [c40]John F. Morales, Juan Bolea, Sabine Van Huffel, Raquel Bailón, Carolina Varon:
Effect of the Heart Rate Variability Representations on the Quantification of the Cardiorespiratory Interactions During Autonomic Nervous System Blockade. CinC 2019: 1-4 - [c39]Carolina Varon, Dries Hendrikx, Juan Bolea, Pablo Laguna, Raquel Bailón:
Quantification of Linear and Nonlinear Cardiorespiratory Interactions Under Autonomic Nervous System Blockade. CinC 2019: 1-4 - [c38]John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Rik Willems, Michele Orini, Sabine Van Huffel, Raquel Bailón, Carolina Varon:
Evaluation of Methods to Characterize the Change of the Respiratory Sinus Arrhythmia with Age in Sleep Apnea Patients. EMBC 2019: 1588-1591 - [c37]Margot Deviaene, Dries Testelmans, Pascal Borzee, Bertien Buyse, Sabine Van Huffel, Carolina Varon:
Feature Selection Algorithm based on Random Forest applied to Sleep Apnea Detection. EMBC 2019: 2580-2583 - [c36]Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Margot Deviaene, Jonathan Moeyersons, Carolina Varon, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel:
The implementation of an apnea-based perinatal stress calculator. EMBC 2019: 6000-6003 - [c35]Amalia Villa Gómez, Margot Deviaene, Rik Willems, Sabine Van Huffel, Carolina Varon:
Are we training our heartbeat classification algorithms properly? EMBC 2019: 6363-6366 - 2018
- [j6]Alexander A. Suárez León, Carolina Varon, Rik Willems, Sabine Van Huffel, Carlos R. Vázquez-Seisdedos:
T-wave end detection using neural networks and Support Vector Machines. Comput. Biol. Medicine 96: 116-127 (2018) - [j5]Ivan D. Castro, Carolina Varon, Tom Torfs, Sabine Van Huffel, Robert Puers, Chris Van Hoof:
Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring. Sensors 18(2): 577 (2018) - [c34]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: 438-441 - [c33]Thomas De Cooman, Carolina Varon, Wim Van Paesschen, Sabine Van Huffel:
Supervised Transfer Learning for Personalized Heart Rate Based Epileptic Seizure Detection. CinC 2018: 1-4 - [c32]Margot Deviaene, Jesús Lázaro, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon:
Sleep Apnea Detection Using Pulse Photoplethysmography. CinC 2018: 1-4 - [c31]Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon:
Variational Mode Decomposition Features for Heartbeat Classification. CinC 2018: 1-4 - [c30]Griet Goovaerts, Sibasankar Padhy, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel:
Risk Assessment of All-Cause Mortality in Patients with an Implantable Cardioverter Defibrillator Using a Novel QRS Fragmentation Score. CinC 2018: 1-4 - [c29]Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Unsupervised Artefact Detection and Screening Using Emfit Sensor in Patients With Sleep Apnea. CinC 2018: 1-4 - [c28]Jonathan Moeyersons, Matthew Amoni, Bert Vandenberk, Carolina Varon, Karin Sipido, Sabine Van Huffel, Rik Willems:
Temporal Beat-to-Beat Variability of Repolarization Changes Predict Non-Sustained Ventricular Tachycardia in Ischemic Heart Disease Patients. CinC 2018: 1-4 - [c27]Jonathan Moeyersons, Dries Testelmans, Bertien Buyse, Rik Willems, Sabine Van Huffel, Carolina Varon:
Evaluation of a Continuous ECG Quality Indicator Based on the Autocorrelation Function. CinC 2018: 1-4 - [c26]John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Raquel Bailón, Rik Willems, Sabine Van Huffel, Carolina Varon:
Respiratory Sinus Arrhythmia in Apnea Patients With Apnea Associated Comorbidities. CinC 2018: 1-4 - [c25]Carolina Varon, Margot Deviaene, Dries Hendrikx, Sara Van de Putte, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
The Cardiorespiratory Graph in Sleep Apnea and Associated Comorbidities. CinC 2018: 1-4 - 2017
- [j4]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): 1750022:1-1750022:17 (2017) - [c24]John F. Morales, Carolina Varon, Margot Deviaene, Pascal Borzee, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Sleep Apnea Hypopnea Syndrome classification in SpO2 signals using wavelet decomposition and phase space reconstruction. BSN 2017: 43-46 - [c23]Jesús Lázaro, Eduardo Gil, Margot Deviaene, Raquel Bailón, Dries Testelmans, Bertien Buyse, Carolina Varon, Sabine Van Huffel:
Pulse Photoplethysmography Derived Respiration for Obstructive Sleep Apnea Detection. CinC 2017 - [c22]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 - [c21]Margot Deviaene, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Assessing Cardiovascular Comorbidities in Sleep Apnea Patients Using SpO2. CinC 2017 - [c20]Alexander A. Suárez León, Griet Goovaerts, Carolina Varon, Carlos R. Vázquez-Seisdedos, Sabine Van Huffel:
Irregular Heart Beat Detection Using Sequentially Truncated Multi-Linear Singular Value Decomposition. CinC 2017 - [c19]Jonathan Moeyersons, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
ECG Artefact Detection Using Ensemble Decision Trees. CinC 2017 - [c18]Carolina Varon, Jesús Lázaro, Alberto Hernando Sanz, Alexander Caicedo, Sabine Van Huffel, Raquel Bailón:
Removal of Respiratory Influences from Heart Rate During Emotional Stress. CinC 2017 - 2016
- [c17]Griet Goovaerts, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel:
Phase-Rectified Signal Averaging for Automatic Detection of QRS Fragmentation. CinC 2016 - [c16]Carolina Varon, Luca Faes, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Information Transfer Between Respiration and Heart Rate During Sleep Apnea. CinC 2016 - [c15]Raghvendra Mall, Halima Bensmail, Rocco Langone, Carolina Varon, Johan A. K. Suykens:
Denoised Kernel Spectral data Clustering. IJCNN 2016: 3709-3716 - 2015
- [j3]Carolina Varon, Alexander Caicedo, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG. IEEE Trans. Biomed. Eng. 62(9): 2269-2278 (2015) - [j2]Carolina Varon, Carlos Alzate, Johan A. K. Suykens:
Noise Level Estimation for Model Selection in Kernel PCA Denoising. IEEE Trans. Neural Networks Learn. Syst. 26(11): 2650-2663 (2015) - [c14]Carolina Varon, Sabine Van Huffel:
ECG-Derived Respiration for Ambulatory Monitoring. CinC 2015: 169-172 - 2014
- [c13]Griet Goovaerts, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel:
Tensor-based Detection of T Wave Alternans in Multilead ECG Signals. CinC 2014: 185-188 - [c12]Tim Willemen, Carolina Varon, Bart Haex, Jos Vander Sloten, Sabine Van Huffel:
Assessment of Different Methodologies to Include Temporal Information in Classifying Episodes of Sleep Apnea Based on Single-Lead Electrocardiogram. CinC 2014: 245-248 - [c11]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: 257-260 - [c10]Carolina Varon, Morenikeji Alao, Jan Minter, Michelle Stapleton, Stuart Thomson, Siegfried Jaecques, Hans-Peter Brunner-La Rocca, Sabine Van Huffel:
Effect of Telehealth on Self-Care Behavior of Heart Failure Patients. CinC 2014: 473-476 - [c9]Alexander Caicedo, Carolina Varon, Sabine Van Huffel:
Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification. CinC 2014: 593-596 - [c8]Devy Widjaja, Carolina Varon, Dries Testelmans, Bertien Buyse, Luca Faes, Sabine Van Huffel:
Separating Respiratory Influences from the Tachogram: Methods and their Sensitivity to the Type of Respiratory Signal. CinC 2014: 609-612 - [c7]Carolina Varon, Katrien Jansen, Lieven Lagae, Luca Faes, Sabine Van Huffel:
Transient Behavior of Cardiorespiratory Interactions towards the Onset of Epileptic Seizures. CinC 2014: 917-920 - [c6]Carolina Varon, Alexander Caicedo, Katrien Jansen, Lieven Lagae, Sabine Van Huffel:
Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging. EMBC 2014: 3789-3790 - [c5]Alexander Caicedo, Carolina Varon, Thomas Alderliesten, Petra M. A. Lemmers, Frank van Bel, Gunnar Naulaers, Sabine Van Huffel:
Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging. EMBC 2014: 4208-4211 - 2013
- [c4]Maristella Lucchini, Devy Widjaja, Carolina Varon, Katrien Jansen, Sabine Van Huffel:
Phase-Rectified Signal Averaging to Evaluate ANS Development in Premature Infants. BIOSIGNALS 2013: 203-208 - [c3]Carolina Varon, Katrien Jansen, Lieven Lagae, Sabine Van Huffel:
Detection of Epileptic Seizures by Means of Morphological Changes in the ECG. CinC 2013: 863-866 - [c2]Carolina Varon, Dries Testelmans, Bertien Buyse, Johan A. K. Suykens, Sabine Van Huffel:
Sleep apnea classification using least-squares support vector machines on single lead ECG. EMBC 2013: 5029-5032 - 2012
- [j1]Devy Widjaja, Carolina Varon, Alexander Dorado, Johan A. K. Suykens, Sabine Van Huffel:
Application of Kernel Principal Component Analysis for Single-Lead-ECG-Derived Respiration. IEEE Trans. Biomed. Eng. 59(4): 1169-1176 (2012) - [c1]Carolina Varon, Dries Testelmans, Bertien Buyse, Johan A. K. Suykens, Sabine Van Huffel:
Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis. EMBC 2012: 3151-3154
Coauthor Index
[j15] [j14] [j13] [c50] [c49] [c48] [c47] [c46] [c45] [j12] [j11] [j10] [j9] [j8] [j7] [c44] [c43] [c42] [c40] [c38] [c37] [c36] [c35] [j6] [j5] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [j4] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [j3] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [j1] [c1]
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