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
31 - 40 of 134
- Linear and Non-linear Quantification of the Respiratory Sinus Arrhythmia Using Support Vector Machines(2021)
Authors: Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon Perez
- Capacitively-coupled ECG and respiration for the unobtrusive detection of sleep apnea(2021)
Authors: Margot Deviaene, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
- Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG(2021)
Authors: Jonathan Moeyersons, John Morales Tellez, Amalia Villa Gómez, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon Perez
- Automatic Quality Assessment of Capacitively-Coupled Bioimpedance Signals for Respiratory Activity Monitoring(2021)
Authors: Bertien Buyse, Dries Testelmans, Carolina Varon Perez, Sabine Van Huffel
- Multilevel interval coded scoring to assess the cardiovascular status of sleep apnea patients using oxygen saturation markers(2020)
Authors: Margot Deviaene, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Pages: 1 - 10 - Fragmented QRS dynamics towards electrical storm in ICD patients(2020)
Authors: Amalia Villa Gómez, Sebastian Ingelaere, Rik Willems, Sabine Van Huffel, Carolina Varon Perez
Number of pages: 4 - Sleep-Wake Classification for Home Monitoring of Sleep Apnea Patients(2020)
Authors: Dorien Huysmans, Margot Deviaene, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Number of pages: 4 - Short-term exercise progression of cardiovascular patients throughout cardiac rehabilitation : An observational study(2020)
Authors: Carolina Varon Perez, John Morales Tellez, Chris Van Hoof, Sabine Van Huffel
- Unobtrusive, Through-Clothing ECG and Bioimpedance Monitoring in Sleep Apnea Patients(2020)
Authors: Margot Deviaene, Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Number of pages: 4 - Wearable monitoring and interpretable machine learning can objectively track progression in patients during cardiac rehabilitation(2020)
Authors: Carolina Varon Perez, Chris Van Hoof, Sabine Van Huffel
Patents
1 - 1 of 1