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Carolina Varon

Jenny Carolina Varon Perez

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affiliation: University of Leuven, Department of Electrical Engineering, Belgium

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2015
[b1]
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Jenny Carolina Varon Perez:
Mining the ECG: Algorithms and Applications ; Informatievergaring uit ECG-signalen: algoritmes en toepassingen. Katholieke Universiteit Leuven, Belgium, 2015

Journal Articles

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2024
[j28]
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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): 228-238 (2024)
2023
[j27]
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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): 2886-2894 (2023)
2022
[j26]
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Timo Leppänen, Carolina Varon, Massimiliano de Zambotti, Sami Myllymaa:
Editorial: Machine Learning and Wearable Technology in Sleep Medicine. Frontiers Digit. Health 4: 845879 (2022)
2021
[j25]
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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: 102775 (2021)
[j24]
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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: 102802 (2021)
[j23]
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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): 939 (2021)
[j22]
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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: 685766 (2021)
[j21]
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Amalia Villa, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon:
Utility metric for unsupervised feature selection. PeerJ Comput. Sci. 7: e477 (2021)
[j20]
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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)
[j19]
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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): 2613 (2021)
[j18]
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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): 3616 (2021)
[j17]
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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): 6409 (2021)
[j16]
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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): 1496-1506 (2021)
[j15]
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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): 1882-1893 (2021)
2020
[j14]
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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]
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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): 2839-2848 (2020)
2019
[j12]
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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]
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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]
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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): 2133 (2019)
[j9]
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Margot Deviaene, Dries Testelmans, Bertien Buyse, Pascal Borzée, 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]
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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]
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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)
2018
[j6]
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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]
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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)
2017
[j4]
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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)
2015
[j3]
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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]
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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)
2012
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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)

Conference and Workshop Papers

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2023
[c57]
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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: 1-4
[c56]
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Angeliki-Ilektra Karaiskou, Carolina Varon, Kaat Alaerts, Maarten De Vos:
Cross-Subject Mindfulness Meditation EEG Decoding. MetroXRAINE 2023: 781-786
2022
[c55]
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Andrea Rozo, Vanja Miskovic, Thomas Rose, Elkana Keersebilck, Carlo S. Iorio, Carolina Varon:
U-Net based Mapping from Digital Images to Laser Doppler Imaging for Burn Assessment. EMBC 2022: 459-462
[c54]
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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: 2399-2402
[c53]
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Immacolata Greco, Carolina Varon, Carlo S. Iorio:
Synthesis and Characterization of a new Alginate-Gelatine Aerogel for Tissue Engineering. EMBC 2022: 3915-3918
2021
[c52]
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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: 1-4
[c51]
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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: 1-4
2020
[c50]
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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]
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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]
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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]
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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]
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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]
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Amalia Villa, Sebastian Ingelaere, Sabine Van Huffel, Rik Willems, Carolina Varon:
Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients. CinC 2020: 1-4
2019
[c44]
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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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: 2580-2583
[c36]
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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]
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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
[c34]
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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]
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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]
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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]
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Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon:
Variational Mode Decomposition Features for Heartbeat Classification. CinC 2018: 1-4
[c30]
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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]
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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]
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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]
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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]
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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]
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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
[c24]
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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: 43-46
[c23]
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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]
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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]
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Margot Deviaene, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Assessing Cardiovascular Comorbidities in Sleep Apnea Patients Using SpO2. CinC 2017
[c20]
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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]
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Jonathan Moeyersons, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
ECG Artefact Detection Using Ensemble Decision Trees. CinC 2017
[c18]
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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]
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Griet Goovaerts, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel:
Phase-Rectified Signal Averaging for Automatic Detection of QRS Fragmentation. CinC 2016
[c16]
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Carolina Varon, Luca Faes, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Information Transfer Between Respiration and Heart Rate During Sleep Apnea. CinC 2016
[c15]
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Raghvendra Mall, Halima Bensmail, Rocco Langone, Carolina Varon, Johan A. K. Suykens:
Denoised Kernel Spectral data Clustering. IJCNN 2016: 3709-3716
2015
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Carolina Varon, Sabine Van Huffel:
ECG-Derived Respiration for Ambulatory Monitoring. CinC 2015: 169-172
2014
[c13]
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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]
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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]
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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]
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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]
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Alexander Caicedo, Carolina Varon, Sabine Van Huffel:
Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification. CinC 2014: 593-596
[c8]
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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]
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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]
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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]
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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
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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]
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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]
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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
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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

Informal and Other Publications

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2024
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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:
DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network. CoRR abs/2402.02910 (2024)
[i3]
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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 abs/2405.12711 (2024)
2023
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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:
Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models. CoRR abs/2310.03512 (2023)
[i1]
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  - journals/corr/abs-2310-13097
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Meng Shang, Camilla De Bleecker, Jos Vanrenterghem, Roel De Ridder, Sabine M. P. Verschueren, Carolina Varon, Walter De Raedt, Bart Vanrumste:
A Multi-Stage Temporal Convolutional Network for Volleyball Jumps Classification Using a Waist-Mounted IMU. CoRR abs/2310.13097 (2023)

Coauthor Index

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