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
11 - 20 of 134
- High-dimensional Techniques for ECG Analysis(2022)
Authors: Amalia Villa Gómez, Sabine Van Huffel, Rik Willems, Carolina Varon Perez
- Editorial: Machine Learning and Wearable Technology in Sleep Medicine(2022)
Authors: Carolina Varon Perez
- Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring(2022)
Authors: Chris Van Hoof, Sabine Van Huffel, Carolina Varon Perez
- Sleep apnea severity stratification by an FFT-based PPG-derived index(2022)
Authors: Carolina Varon Perez, Dries Testelmans, Bertien Buyse
Number of pages: 2 - Sleep Monitoring in Adults using Wearables and Unobstrusive Technology(2021)
Authors: Margot Deviaene, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon Perez
Pages: 1 - 47 - Respiratory Sinus Arrhythmia Estimation: Closing the Gap between Research and Applications(2021)
Authors: John Morales Tellez, Sabine Van Huffel, Carolina Varon Perez
- Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy(2021)
Authors: Dries Testelmans, Bertien Buyse, Chris Van Hoof, Sabine Van Huffel, Carolina Varon Perez
- Advances in Unobtrusive Monitoring of Sleep Apnea using Machine Learning(2021)
Authors: Dorien Huysmans, Sabine Van Huffel, Bertien Buyse, 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, Carolina Varon Perez
- Cardiovascular Risk Detection in Sleep Apnea Patients from Pulse Photoplethysmography Waveform(2021)
Authors: Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Number of pages: 4
Patents
1 - 1 of 1