Researcher
Carolina Varon Perez
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Modelling, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Oct 2020 → 30 Apr 2021 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From15 Apr 2011 → 31 Jul 2020
Projects
1 - 10 of 10
- Characterization of brain-brain and brain-body interactions in the context of stress regulation and meditation: New perspectives for the development of biofeedback protocols assisting meditative practiceFrom1 Oct 2021 → TodayFunding: BOF - projects
- Development of advanced multivariate analysis tools for characterizing network physiologyFrom27 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Unveiling the evolution of the physiological network during sleepFrom7 Oct 2020 → 30 Nov 2021Funding: BOF - projects
- Physical activity assessment using wearable sensors and machine learningFrom16 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Cross-frequency relationships between neural and cardiac rhythms in the context of self-regulation through meditation and its application to novel neuro-biofeedback protocolsFrom2 Sep 2019 → 2 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Applications of Machine Learning in Pulmonology: Tools for Clinical Decision MakingFrom1 Mar 2019 → 25 Jan 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- Advances in Unobtrusive Monitoring of Sleep Apnea using Machine LearningFrom12 Jun 2017 → 21 Oct 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Advanced signal processing for cardiorespiratory analysis in sleep apnea and epilepsyFrom1 Oct 2016 → 30 Sep 2019Funding: FWO fellowships
- Multimodal Signal Analysis for Unobtrusive Characterization of Obstructive Sleep ApneaFrom7 Jul 2016 → 26 Oct 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Advances in epilepsy research by means of kernel methods.From1 Oct 2015 → 30 Sep 2016Funding: BOF - Other initiatives
Publications
41 - 50 of 134
- Using Biosensors and Digital Biomarkers to Assess Response to Cardiac Rehabilitation: Observational Study(2020)
Authors: Carolina Varon Perez, Chris Van Hoof, Sabine Van Huffel
- A Comparative Study of ECG-derived Respiration in Ambulatory Monitoring using the Single-lead ECG.(2020)
Authors: Carolina Varon Perez, John Morales, Jesús Lázaro, Michele Orini, Margot Deviaene, Spyridon Kontaxis, Dries Testelmans, Bertien Buyse, Pascal Borzée, Leif Sörnmo, et al.
Pages: 5704 - A Comparative Study of ECG-derived Respiration in Ambulatory Monitoring using the Single-lead ECG(2020)
Authors: Carolina Varon Perez, John Morales Tellez, Margot Deviaene, Dries Testelmans, Bertien Buyse
- Personalizing Heart Rate-Based Seizure Detection Using Supervised SVM Transfer Learning(2020)
Authors: Thomas De Cooman, Kaat Vandecasteele, Carolina Varon Perez, Borbála Hunyadi, Evy Cleeren, Wim Van Paesschen, Sabine Van Huffel
- Using Biosensors and Digital Biomarkers to Assess Response to Cardiac Rehabilitation: Observational Study(2020)
Authors: Carolina Varon Perez, Chris Van Hoof, Sabine Van Huffel
- Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats(2020)
Authors: John Morales Tellez, Rik Willems, Sabine Van Huffel, Carolina Varon Perez
Number of pages: 2 - Artefact detection and quality assessment of ambulatory ECG signals(2019)
Authors: Jonathan Moeyersons, Elena Smets, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon Perez
- Enuretic children have a higher variability in REM sleep when comparing their sleep parameters with nonenuretic control children using a wearable sleep tracker at home(2019)
Authors: Carolina Varon Perez, Sabine Van Huffel, Guy Bogaert
- Unconstrained Estimation of HRV Indices after Removing Respiratory Influences from Heart Rate(2019)
Authors: Carolina Varon Perez, Sabine Van Huffel
Pages: 2386 - 2397 - R-DECO : An open-source Matlab based graphical user interface for the detection and correction of R-peaks(2019)
Authors: Jonathan Moeyersons, Matthew Amoni, Rik Willems, Sabine Van Huffel, Carolina Varon Perez
Patents
1 - 1 of 1