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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 Aug 2020 → Today - 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
- Exploration of cross-frequency dynamics of neural and bodily rhythms in the context of stress regulationFrom2 Sep 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Towards Precision Medicine in Pulmonology: a Data-driven ApproachFrom1 Mar 2019 → TodayFunding: 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
1 - 10 of 109
- A machine learning algorithm for electrocardiographic fQRS quantification validated on multi-center data(2022)
Authors: Bert Vandenberk, Jenny Carolina Varon Perez
Number of pages: 15 - Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring(2022)
Authors: Sabine Van Huffel, Jenny Carolina Varon Perez
Number of pages: 14 - Sleep Monitoring in Adults using Wearables and Unobstrusive Technology(2021)
Authors: Margot Deviaene, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Jenny Carolina Varon Perez
Pages: 1 - 47 - Respiratory Sinus Arrhythmia Estimation: Closing the Gap between Research and Applications(2021)
Authors: John Fredy Morales Tellez, Sabine Van Huffel, Jenny Carolina Varon Perez
- Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy(2021)
Authors: Dries Testelmans, Bertien Buyse, Christiaan Van Hoof, Sabine Van Huffel, Jenny Carolina Varon Perez
Number of pages: 17 - Advances in Unobtrusive Monitoring of Sleep Apnea using Machine Learning(2021)
Authors: Dorien Huysmans, Sabine Van Huffel, Bertien Buyse, Jenny Carolina Varon Perez
- Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients(2021)
Authors: Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Jenny Carolina Varon Perez
Number of pages: 18 - Cardiopulmonary coupling indices to assess weaning readiness from mechanical ventilation(2021)
Authors: Jenny Carolina Varon Perez
Number of pages: 14 - Asthmatic subjects stratification using autonomic nervous system information(2021)
Authors: Jenny Carolina Varon Perez
Number of pages: 8 - Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions(2021)
Authors: John Fredy Morales Tellez, Jonathan Moeyersons, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Jenny Carolina Varon Perez
Pages: 1 - 18