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
101 - 110 of 134
- Telehealth on heart failure: results of the Recap project(2015)
Authors: Carolina Varon Perez, Siegfried Jaecques, Sabine Van Huffel
Pages: 340 - 347 - Heart Beat Detection in Multimodal Data Using Automatic Relevant Signal Detection(2015)
Authors: Thomas De Cooman, Griet Goovaerts, Carolina Varon Perez, Devy Widjaja, Tim Willemen, Sabine Van Huffel
Pages: 1691 - 1704 - Mining the ECG: Algorithms and Applications(2015)
Authors: Carolina Varon Perez, Sabine Van Huffel, Johan Suykens
- Interictal Cardiorespiratory Variability in Temporal Lobe and Absence Epilepsy in Childhood(2015)
Authors: Carolina Varon Perez, Katrien Jansen, Lieven Lagae, Sabine Van Huffel
Pages: 845 - 856 - A novel algorithm for the automatic detection of sleep apnea from single-lead ECG(2015)
Authors: Carolina Varon Perez, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Pages: 2269 - 2278 - Assessment of Different Methodologies to Include Temporal Information in Classifying Episodes of Sleep Apnea Based on Single-Lead Electrocardiogram(2014)
Authors: Tim Willemen, Carolina Varon Perez, Bart Haex, Jos Vander Sloten, Sabine Van Huffel
Pages: 1 - 4 - Separating respiratory influences from the tachogram : methods and their sensitivity to the type of respiratory signal(2014)
Authors: Devy Widjaja, Carolina Varon Perez, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
Pages: 609 - 612 - Assessment of Different Methodologies to Include Temporal Information in Classifying Episodes of Sleep Apnea Based on Single-Lead Electrocardiogram(2014)
Authors: Tim Willemen, Carolina Varon Perez, Bart Haex, Jos Vander Sloten, Sabine Van Huffel
Pages: 245 - 248 - Transient behavior of cardiorespiratory interactions towards the onset of epileptic seizures(2014)
Authors: Carolina Varon Perez, Katrien Jansen, Lieven Lagae, Sabine Van Huffel
Pages: 917 - 920 - Analysis of non-linear respiratory influences on sleep apnea classification(2014)
Authors: Carolina Varon Perez, Sabine Van Huffel
Pages: 593 - 596
Patents
1 - 1 of 1