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
81 - 90 of 134
- Assessing Cardiovascular Comorbidities in sleep apnea patients using Sp02(2017)
Authors: Margot Deviaene, Carolina Varon Perez, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Pages: 1 - 4 - Irregular Heartbeats Detection Using Sequentially Truncated Multi-Linear Singular Value Decomposition(2017)
Authors: Griet Goovaerts, Carolina Varon Perez, Sabine Van Huffel
Pages: 1 - 4 - Pulse Photoplethysmography derived respiration for obstructive sleep apnea detection(2017)
Authors: Margot Deviaene, Dries Testelmans, Bertien Buyse, Carolina Varon Perez, Sabine Van Huffel
Pages: 1 - 4 - Semi-Supervised One-Class Transfer Learning For Heart Rate Based Epileptic Seizure Detection(2017)
Authors: Thomas De Cooman, Carolina Varon Perez, Lieven Lagae, Sabine Van Huffel
Pages: 1 - 4 - Sleep Apnea Hypopnea Syndrome Classification in SpO2 Signals using Wavelet Decomposition and Phase Space Reconstruction(2017)
Authors: Carolina Varon Perez, Margot Deviaene, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Pages: 1 - 4 - Online automated seizure detection in temporal lobe epilepsy patients using single-lead ECG(2017)
Authors: Thomas De Cooman, Carolina Varon Perez, Borbála Hunyadi, Wim Van Paesschen, Lieven Lagae, Sabine Van Huffel
Pages: 1750022 - 1750022 - Complexity and nonlinearities in cardiorespiratory signals in sleep and sleep apnea(2017)
Authors: Carolina Varon Perez, Sabine Van Huffel, R Barbieri, EP Scilingo, G Valenza
Pages: 503 - 537 - ECG Artefact Detection Using Ensemble Decision Trees(2017)
Authors: Jonathan Moeyersons, Carolina Varon Perez, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
- Decomposition of Near-Infrared Spectroscopy Signals Using Oblique Subspace Projections: Applications in Brain Hemodynamic Monitoring(2016)
Authors: Carolina Varon Perez, Borbála Hunyadi, Sabine Van Huffel
- Information transfer between respiration and heart rate during sleep apnea(2016)
Authors: Carolina Varon Perez, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Pages: 845 - 848
Patents
1 - 1 of 1