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
11 - 20 of 23
- Quiet sleep detection in preterm infants using deep convolutional neural networks(2018)
Authors: Amir Hossein Ansari, Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Anneleen Dereymaeker, Katrien Jansen, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel
- cerebral autoregulation and activity after propofol for endotracheal intubation in preterm neonates(2018)
Authors: Liesbeth Thewissen, Alexander Caicedo Dorado, Anneleen Dereymaeker, Sabine Van Huffel, Gunnar Naulaers, Karel Allegaert, Anne Smits
Pages: 1 - 7 - Measuring Near-Infrared Spectroscopy Derived Cerebral Autoregulation in Neonates: From Research Tool Toward Bedside Multimodal Monitoring(2018)
Authors: Liesbeth Thewissen, Alexander Caicedo Dorado, Sabine Van Huffel, Gunnar Naulaers
- A brain-age model for preterm infants based on functional connectivity(2018)
Authors: Mario Lavanga, Ofelie De Wel, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
- Reproducibililty of dynamic cerebral autoregulation parameters : a multi-centre, multi-method study(2018)
Authors: Alexander Caicedo Dorado, Sabine Van Huffel
- Impact of Changes in Systemic Physiology on fNIRS/NIRS Signals: Analysis Based on Oblique Subspace Projections Decomposition(2018)
Authors: Alexander Caicedo Dorado
Pages: 119 - 125 - Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification(2017)
Authors: Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
- Interrater agreement in visual scoring of neonatal seizures based on majority voting on a web-based system: The Neoguard EEG database(2017)
Authors: Anneleen Dereymaeker, Amir Hossein Ansari, Katrien Jansen, Vladimir Matic, Alexander Caicedo Dorado, Maarten De Vos, Sabine Van Huffel, Gunnar Naulaers
Pages: 1737 - 1745 - Propofol Dose-Finding to Reach Optimal Effect for (Semi-)Elective Intubation in Neonates(2016)
Authors: Anne Smits, Liesbeth Thewissen, Alexander Caicedo Dorado, Gunnar Naulaers, Karel Allegaert
Pages: 54 - 60 - Interrelationship between broadband NIRS measurements of cerebral cytochrome-c-oxidase and systemic changes indicates injury severity in neonatal encephalopathy(2016)
Authors: Alexander Caicedo Dorado
Pages: 181 - 186