Carolina Varon

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 72

Top Topics

Quality Assessment

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network. CoRR (2024)
Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine M. P. Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
A Masked Semi-Supervised Learning Approach for Otago Micro Labels Recognition. CoRR (2024)
Diego Cajal, Eduardo Gil, Pablo Laguna, Carolina Varon, Dries Testelmans, Bertien Buyse, Chris Jensen, Rohan Hoare, Raquel Bailón, Jesús Lázaro
Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-Derived Pulse Rate Oscillations. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Meng Shang, Camilla De Bleecker, Jos Vanrenterghem, Roel De Ridder, Sabine Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
A Multi-Stage Temporal Convolutional Network for Volleyball Jumps Classification Using a Waist-Mounted IMU. CoRR (2023)
Andrea Rozo, Dries Testelmans, Bertien Buyse, Carlo S. Iorio, Xiao Hu, Carolina Varon
Assessment of Deep Learning Approaches for the Detection of Cardio-Respiratory Causal Interactions. CinC (2023)
Meng Shang, Lenore Dedeyne, Jolan Dupont, Laura Vercauteren, Nadjia Amini, Laurence Lapauw, Evelien Gielen, Sabine Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste
Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models. CoRR (2023)
Angeliki-Ilektra Karaiskou, Carolina Varon, Kaat Alaerts, Maarten De Vos
Cross-Subject Mindfulness Meditation EEG Decoding. MetroXRAINE (2023)
Andrea Rozo, Vanja Miskovic, Thomas Rose, Elkana Keersebilck, Carlo S. Iorio, Carolina Varon
A Deep Learning Image-to-Image Translation Approach for a More Accessible Estimator of the Healing Time of Burns. IEEE Trans. Biomed. Eng. 70 (10) (2023)
Immacolata Greco, Carolina Varon, Carlo S. Iorio
Synthesis and Characterization of a new Alginate-Gelatine Aerogel for Tissue Engineering. EMBC (2022)
Timo Leppänen, Carolina Varon, Massimiliano de Zambotti, Sami Myllymaa
Editorial: Machine Learning and Wearable Technology in Sleep Medicine. Frontiers Digit. Health 4 (2022)
Meng Shang, Walter De Raedt, Carolina Varon, Bart Vanrumste
Are Gyroscopes an Added Value in Leave-One-Subject-Out Activity Recognition with IMUs? EMBC (2022)
Andrea Rozo, Vanja Miskovic, Thomas Rose, Elkana Keersebilck, Carlo Iorio, Carolina Varon
U-Net based Mapping from Digital Images to Laser Doppler Imaging for Burn Assessment. EMBC (2022)
Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients. Frontiers Digit. Health 3 (2021)
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) (2021)
Jonathan Moeyersons, John F. Morales, Nick Seeuws, Chris Van Hoof, Evelien Hermeling, Willemijn Groenendaal, Rik Willems, Sabine Van Huffel, Carolina Varon
Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach. Sensors 21 (8) (2021)
Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Cardiovascular Risk Detection in Sleep Apnea Patients from Pulse Photoplethysmography Waveform. CinC (2021)
John F. Morales, Jonathan Moeyersons, Pablo Armañac, Michele Orini, Luca Faes, Sebastiaan Overeem, Merel van Gilst, Hans van Dijk, Sabine Van Huffel, Raquel Bailón, Carolina Varon
Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Amalia Villa, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon
Utility metric for unsupervised feature selection. PeerJ Comput. Sci. 7 (2021)
Javier Milagro, Lorena Soto-Retes, Jordi Giner, Carolina Varon, Pablo Laguna, Raquel Bailón, Vicente Plaza, Eduardo Gil
Asthmatic subjects stratification using autonomic nervous system information. Biomed. Signal Process. Control. 69 (2021)
Andrea Rozo, John F. Morales, Jonathan Moeyersons, Rohan Joshi, Enrico G. Caiani, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions. Entropy 23 (8) (2021)
Adnan Albaba, Ivan D. Castro, Pascal Borzée, Bertien Buyse, Dries Testelmans, Carolina Varon, Sabine Van Huffel, Tom Torfs
Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring. Biomed. Signal Process. Control. 68 (2021)
Dorien Huysmans, Ivan D. Castro, Pascal Borzée, Aakash Patel, Tom Torfs, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients. Sensors 21 (19) (2021)
Andrea Rozo, Jeroen Buil, Jonathan Moeyersons, John F. Morales, Roberto Garcia van der Westen, Lien Lijnen, Christophe Smeets, Sjors Jantzen, Valerie Monpellier, David Ruttens, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Carolina Varon
Controlled Breathing Effect on Respiration Quality Assessment Using Machine Learning Approaches. CinC (2021)
Remo Lazazzera, Margot Deviaene, Carolina Varon, Bertien Buyse, Dries Testelmans, Pablo Laguna, Eduardo Gil, Guy Carrault
Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Jan Ubbo van Baardewijk, Sarthak Agarwal, Alex S. Cornelissen, Marloes J. A. Joosen, Jiska Kentrop, Carolina Varon, Anne-Marie Brouwer
Early Detection of Exposure to Toxic Chemicals Using Continuously Recorded Multi-Sensor Physiology. Sensors 21 (11) (2021)
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)
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)
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)
Amalia Villa, Sebastian Ingelaere, Sabine Van Huffel, Rik Willems, Carolina Varon
Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients. CinC (2020)
Margot Deviaene, Pascal Borzée, 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) (2020)
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)
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) (2020)
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)
Margot Deviaene, Dries Testelmans, Bertien Buyse, Pascal Borzée, Sabine Van Huffel, Carolina Varon
Signal. IEEE J. Biomed. Health Informatics 23 (2) (2019)
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)
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 (2019)
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)
Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
Pulse Oximetry Markers for Cardiovascular Disease in Sleep Apnea. CinC (2019)
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)
Carolina Varon, Dries Hendrikx, Juan Bolea, Pablo Laguna, Raquel Bailón
Quantification of Linear and Nonlinear Cardiorespiratory Interactions Under Autonomic Nervous System Blockade. CinC (2019)
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)
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)
Margot Deviaene, Dries Testelmans, Pascal Borzée, Bertien Buyse, Sabine Van Huffel, Carolina Varon
Feature Selection Algorithm based on Random Forest applied to Sleep Apnea Detection. EMBC (2019)
Amalia Villa Gómez, Margot Deviaene, Rik Willems, Sabine Van Huffel, Carolina Varon
Are we training our heartbeat classification algorithms properly? EMBC (2019)
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) (2019)
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) (2019)
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)
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)
Dorien Huysmans, Pascal Borzée, 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) (2019)
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 (2018)
Thomas De Cooman, Carolina Varon, Wim Van Paesschen, Sabine Van Huffel
Supervised Transfer Learning for Personalized Heart Rate Based Epileptic Seizure Detection. CinC (2018)
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) (2018)
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)
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)
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)
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)
Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon
Variational Mode Decomposition Features for Heartbeat Classification. CinC (2018)
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)
Margot Deviaene, Jesús Lázaro, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon
Sleep Apnea Detection Using Pulse Photoplethysmography. CinC (2018)
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)
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)
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)
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)
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)
Margot Deviaene, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Assessing Cardiovascular Comorbidities in Sleep Apnea Patients Using SpO2. CinC (2017)
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) (2017)
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)
John F. Morales, Carolina Varon, Margot Deviaene, Pascal Borzée, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Sleep Apnea Hypopnea Syndrome classification in SpO2 signals using wavelet decomposition and phase space reconstruction. BSN (2017)
Jonathan Moeyersons, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
ECG Artefact Detection Using Ensemble Decision Trees. CinC (2017)
Raghvendra Mall, Halima Bensmail, Rocco Langone, Carolina Varon, Johan A. K. Suykens
Denoised Kernel Spectral data Clustering. IJCNN (2016)
Carolina Varon, Luca Faes, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Information Transfer Between Respiration and Heart Rate During Sleep Apnea. CinC (2016)
Griet Goovaerts, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel
Phase-Rectified Signal Averaging for Automatic Detection of QRS Fragmentation. CinC (2016)
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) (2015)
Carolina Varon, Sabine Van Huffel
ECG-Derived Respiration for Ambulatory Monitoring. CinC (2015)
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) (2015)
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)
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)
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)
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)
Alexander Caicedo, Carolina Varon, Sabine Van Huffel
Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification. CinC (2014)
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)
Griet Goovaerts, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel
Tensor-based Detection of T Wave Alternans in Multilead ECG Signals. CinC (2014)
Carolina Varon, Katrien Jansen, Lieven Lagae, Luca Faes, Sabine Van Huffel
Transient Behavior of Cardiorespiratory Interactions towards the Onset of Epileptic Seizures. CinC (2014)
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)
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)
Carolina Varon, Katrien Jansen, Lieven Lagae, Sabine Van Huffel
Detection of Epileptic Seizures by Means of Morphological Changes in the ECG. CinC (2013)
Maristella Lucchini, Devy Widjaja, Carolina Varon, Katrien Jansen, Sabine Van Huffel
Phase-Rectified Signal Averaging to Evaluate ANS Development in Premature Infants. BIOSIGNALS (2013)
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) (2012)
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)