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
21 - 30 of 134
- Cardiopulmonary coupling indices to assess weaning readiness from mechanical ventilation(2021)
Authors: Carolina Varon Perez
- Asthmatic subjects stratification using autonomic nervous system information(2021)
Authors: Carolina Varon Perez
- Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions(2021)
Authors: John Morales Tellez, Jonathan Moeyersons, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Pages: 1 - 18 - Early Detection of Exposure to Toxic Chemicals Using Continuously Recorded Multi-Sensor Physiology(2021)
Authors: Carolina Varon Perez
- Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients(2021)
Authors: Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Pages: 1 - 13 - Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation(2021)
Authors: John Morales Tellez, Jonathan Moeyersons, Sabine Van Huffel, Carolina Varon Perez
Pages: 1882 - 1893 - Detection and Classification of Sleep Apnea and Hypopnea using PPG and SpO2 signals(2021)
Authors: Margot Deviaene, Carolina Varon Perez, Bertien Buyse, Dries Testelmans
Pages: 1496 - 1506 - Utility metric for unsupervised feature selection(2021)
Authors: Amalia Villa Gómez, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon Perez
- Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach(2021)
Authors: Nick Seeuws, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon Perez
- Advanced Tools for Ambulatory ECG and Respiratory Analysis(2021)
Authors: Jonathan Moeyersons, Sabine Van Huffel, Carolina Varon Perez, Rik Willems
Patents
1 - 1 of 1