Carolina Varon
Orcid: 0000-0002-9581-0676Affiliations:
- University of Leuven, Department of Electrical Engineering, Belgium
According to our database1,
Carolina Varon
authored at least 89 papers
between 2012 and 2024.
Collaborative distances:
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Bibliography
2024
Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-Derived Pulse Rate Oscillations.
IEEE J. Biomed. Health Informatics, January, 2024
DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network.
CoRR, 2024
2023
A Deep Learning Image-to-Image Translation Approach for a More Accessible Estimator of the Healing Time of Burns.
IEEE Trans. Biomed. Eng., October, 2023
A Multi-Stage Temporal Convolutional Network for Volleyball Jumps Classification Using a Waist-Mounted IMU.
CoRR, 2023
Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models.
CoRR, 2023
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Assessment of Deep Learning Approaches for the Detection of Cardio-Respiratory Causal Interactions.
Proceedings of the Computing in Cardiology, 2023
2022
Frontiers Digit. Health, 2022
Are Gyroscopes an Added Value in Leave-One-Subject-Out Activity Recognition with IMUs?
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
U-Net based Mapping from Digital Images to Laser Doppler Imaging for Burn Assessment.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Synthesis and Characterization of a new Alginate-Gelatine Aerogel for Tissue Engineering.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
IEEE Trans. Biomed. Eng., 2021
Detection and Classification of Sleep Apnea and Hypopnea Using PPG and SpO$_2$ Signals.
IEEE Trans. Biomed. Eng., 2021
Sensors, 2021
Sensors, 2021
Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients.
Sensors, 2021
Early Detection of Exposure to Toxic Chemicals Using Continuously Recorded Multi-Sensor Physiology.
Sensors, 2021
Frontiers Digit. Health, 2021
Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions.
Entropy, 2021
Biomed. Signal Process. Control., 2021
Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring.
Biomed. Signal Process. Control., 2021
Controlled Breathing Effect on Respiration Quality Assessment Using Machine Learning Approaches.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Cardiovascular Risk Detection in Sleep Apnea Patients from Pulse Photoplethysmography Waveform.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers.
IEEE Trans. Biomed. Eng., 2020
Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation.
Sensors, 2020
Proceedings of the Computing in Cardiology, 2020
A Robust Estimation of the Cardiorespiratory Coupling in the Presence of Abnormal Beats.
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
Can Laplacian Eigenmaps Be Used for Differentiation Between Healthy Subjects and Patients With Corrected Tetralogy of Fallot?
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
Unobtrusive, Through-Clothing ECG and Bioimpedance Monitoring in Sleep Apnea Patients.
Proceedings of the Computing in Cardiology, 2020
2019
Unconstrained Estimation of HRV Indices After Removing Respiratory Influences From Heart Rate.
IEEE J. Biomed. Health Informatics, 2019
IEEE J. Biomed. Health Informatics, 2019
IEEE J. Biomed. Health Informatics, 2019
Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring.
Sensors, 2019
R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks.
PeerJ Comput. Sci., 2019
Comput. Methods Programs Biomed., 2019
Evaluation of Methods to Characterize the Change of the Respiratory Sinus Arrhythmia with Age in Sleep Apnea Patients.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Quantification of Linear and Nonlinear Cardiorespiratory Interactions Under Autonomic Nervous System Blockade.
Proceedings of the 46th Computing in Cardiology, 2019
Effect of the Heart Rate Variability Representations on the Quantification of the Cardiorespiratory Interactions During Autonomic Nervous System Blockade.
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
The Progression of Heart Rate Variability Parameters Throughout Cardiac Rehabilitation.
Proceedings of the 46th Computing in Cardiology, 2019
2018
Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring.
Sensors, 2018
Comput. Biol. Medicine, 2018
Proceedings of the Computing in Cardiology, 2018
Proceedings of the Computing in Cardiology, 2018
Evaluation of a Continuous ECG Quality Indicator Based on the Autocorrelation Function.
Proceedings of the Computing in Cardiology, 2018
Temporal Beat-to-Beat Variability of Repolarization Changes Predict Non-Sustained Ventricular Tachycardia in Ischemic Heart Disease Patients.
Proceedings of the Computing in Cardiology, 2018
Unsupervised Artefact Detection and Screening Using Emfit Sensor in Patients With Sleep Apnea.
Proceedings of the Computing in Cardiology, 2018
Risk Assessment of All-Cause Mortality in Patients with an Implantable Cardioverter Defibrillator Using a Novel QRS Fragmentation Score.
Proceedings of the Computing in Cardiology, 2018
Proceedings of the Computing in Cardiology, 2018
Proceedings of the Computing in Cardiology, 2018
Supervised Transfer Learning for Personalized Heart Rate Based Epileptic Seizure Detection.
Proceedings of the Computing in Cardiology, 2018
Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in children.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG.
Int. J. Neural Syst., 2017
Proceedings of the Computing in Cardiology, 2017
Proceedings of the Computing in Cardiology, 2017
Irregular Heart Beat Detection Using Sequentially Truncated Multi-Linear Singular Value Decomposition.
Proceedings of the Computing in Cardiology, 2017
Proceedings of the Computing in Cardiology, 2017
Semi-Supervised One-Class Transfer Learning for Heart Rate Based Epileptic Seizure Detection.
Proceedings of the Computing in Cardiology, 2017
Pulse Photoplethysmography Derived Respiration for Obstructive Sleep Apnea Detection.
Proceedings of the Computing in Cardiology, 2017
Sleep Apnea Hypopnea Syndrome classification in SpO2 signals using wavelet decomposition and phase space reconstruction.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017
2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Mining the ECG: Algorithms and Applications ; Informatievergaring uit ECG-signalen: algoritmes en toepassingen.
PhD thesis, 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Biomed. Eng., 2015
Proceedings of the Computing in Cardiology, 2015
2014
Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Assessment of Different Methodologies to Include Temporal Information in Classifying Episodes of Sleep Apnea Based on Single-Lead Electrocardiogram.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Separating Respiratory Influences from the Tachogram: Methods and their Sensitivity to the Type of Respiratory Signal.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Transient Behavior of Cardiorespiratory Interactions towards the Onset of Epileptic Seizures.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Heart Beat Detection in Multimodal Data using Signal Recognition and Beat Location Estimation.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Sleep apnea classification using least-squares support vector machines on single lead ECG.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the Computing in Cardiology, 2013
Phase-Rectified Signal Averaging to Evaluate ANS Development in Premature Infants.
Proceedings of the BIOSIGNALS 2013, 2013
2012
Application of Kernel Principal Component Analysis for Single-Lead-ECG-Derived Respiration.
IEEE Trans. Biomed. Eng., 2012
Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012