Researcher
Alexander Caicedo Dorado
- 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 → 31 May 2018 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From14 Feb 2009 → 31 May 2018
Projects
1 - 3 of 3
- Advanced models for the quantification of stress in preterm babiesFrom5 Jan 2016 → 2 Oct 2020Funding: FWO Strategic Basic Research Grant
- Signal processing for monitoring cerebral hemodynamics in neonates.From1 Oct 2014 → 30 Sep 2017Funding: FWO fellowships
- Development of a multivariable nonlinear framework for cerebral autoregulation monitoring using Near-Infrared Spectroscopy.From1 Oct 2013 → 30 Sep 2014Funding: BOF - Other initiatives
Publications
1 - 10 of 23
- Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex(2021)
Authors: Mario Lavanga, Jessie De Ridder, Lieven Lagae, Sabine Van Huffel, Alexander Caicedo Dorado
- Maturation of the autonomic nervous system in premature infants: estimating development based on heart-rate variability analysis(2021)
Authors: Mario Lavanga, Elisabeth Heremans, Jonathan Moeyersons, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel, Alexander Caicedo Dorado
- Assessment of dynamic cerebral autoregulation in humans : Is reproducibility dependent on blood pressure variability ?(2020)
Authors: Alexander Caicedo Dorado, Sabine Van Huffel
Pages: 1 - 17 - Nonlinear Transfer Entropy to Assess the Neurovascular Coupling in Premature Neonates(2020)
Authors: Dries Hendrikx, Liesbeth Thewissen, Anne Smits, Gunnar Naulaers, Sabine Van Huffel, Alexander Caicedo Dorado
Pages: 11 - 17 - Decomposition of a multiscale entropy tensor for sleep stage identification in preterm infants(2019)
Authors: Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel
Pages: 1 - 15 - The implementation of an apnea-based perinatal stress calculator(2019)
Authors: Mario Lavanga, Ofelie De Wel, Alexander Caicedo Dorado, Margot Deviaene, Jonathan Moeyersons, Carolina Varon Perez, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, et al.
Pages: 6000 - 6003 - Monitoring of Brain Hemodynamics coupling in neonates using updated tensor decompositions(2019)
Authors: Alexander Caicedo Dorado, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits, Karel Allegaert, Lieven De Lathauwer, Gunnar Naulaers, Sabine Van Huffel
Pages: 660 - 663Number of pages: 4 - Dynamic cerebral autogregulation reproducibility is affected by physiological variability(2019)
Authors: Alexander Caicedo Dorado, Sabine Van Huffel
- Functional form estimation using oblique projection matrices for LS-SVM regression models(2019)
Authors: Alexander Caicedo Dorado, Carolina Varon Perez, Sabine Van Huffel, Johan Suykens
- Measurement of Neurovascular Coupling in Neonates(2019)
Authors: Dries Hendrikx, Anne Smits, Mario Lavanga, Ofelie De Wel, Liesbeth Thewissen, Katrien Jansen, Alexander Caicedo Dorado, Sabine Van Huffel, Gunnar Naulaers