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ORCIDAlexander Caicedo
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2020 – today
- 2024
[i1]Víctor Samuel Pérez-Díaz, Juan Rafael Martínez-Galarza, Alexander Caicedo, Raffaele D'Abrusco:
Unsupervised Machine Learning for the Classification of Astrophysical X-ray Sources. CoRR abs/2401.12203 (2024)- 2021
- [j9]Mario Lavanga, Jessie De Ridder
, Katarzyna Kotulska, Romina Moavero, Paolo Curatolo, Bernhard Weschke, Kate Riney, Martha Feucht, Pavel Krsek, Rima Nabbout, Anna C. Jansen, Konrad Wojdan, Dorota Domanska-Pakiela, Magdalena Kaczorowska-Frontczak, Christoph Hertzberg, Cyrille H. Ferrier, Sharon Samueli, Alena Jahodova, Eleonora Aronica, David J. Kwiatkowski, Floor E. Jansen, Sergiusz Jozwiak, Lieven Lagae, Sabine Van Huffel, Alexander Caicedo:
Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex. Biomed. Signal Process. Control. 68: 102658 (2021)
2010 – 2019
- 2019
- [j8]Ofelie De Wel, Mario Lavanga, Alexander Caicedo, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel:
Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants. Entropy 21(10): 936 (2019) - [j7]Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo, Gunnar Naulaers, Maarten De Vos, Sabine Van Huffel:
Neonatal Seizure Detection Using Deep Convolutional Neural Networks. Int. J. Neural Syst. 29(4): 1850011:1-1850011:20 (2019) - [c10]Alexander Caicedo, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits, Karel Allegaert, Lieven De Lathauwer, Gunnar Naulaers, Sabine Van Huffel:
Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions. EMBC 2019: 660-663 - [c9]Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Margot Deviaene, Jonathan Moeyersons, Carolina Varon, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel:
The implementation of an apnea-based perinatal stress calculator. EMBC 2019: 6000-6003 - 2018
- [j6]Dries Hendrikx, Liesbeth Thewissen, Anne Smits, Gunnar Naulaers, Karel Allegaert, Sabine Van Huffel, Alexander Caicedo:
Using Graph Theory to Assess the Interaction between Cerebral Function, Brain Hemodynamics, and Systemic Variables in Premature Infants. Complex. 2018: 6504039:1-6504039:15 (2018) - [j5]Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Leen De Wispelaere, Charlotte Dielman, Jan Vervisch, Paul Govaert, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel:
Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data. IEEE J. Biomed. Health Informatics 22(4): 1114-1123 (2018) - 2017
- [j4]Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel:
Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation. Complex. 2017: 9078541:1-9078541:13 (2017) - [j3]Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel:
Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification. Entropy 19(10): 516 (2017) - [c8]Carolina Varon, Jesús Lázaro, Alberto Hernando Sanz, Alexander Caicedo, Sabine Van Huffel, Raquel Bailón:
Removal of Respiratory Influences from Heart Rate During Emotional Stress. CinC 2017 - [c7]Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Elke Heremans, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel:
Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation. EMBC 2017: 2010-2013 - [c6]Amir Hossein Ansari, P. J. Cherian, Alexander Caicedo, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel:
Improved neonatal seizure detection using adaptive learning. EMBC 2017: 2810-2813 - 2015
- [j2]Carolina Varon, Alexander Caicedo, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG. IEEE Trans. Biomed. Eng. 62(9): 2269-2278 (2015) - 2014
- [c5]Alexander Caicedo, Carolina Varon, Sabine Van Huffel:
Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification. CinC 2014: 593-596 - [c4]Carolina Varon, Alexander Caicedo, Katrien Jansen, Lieven Lagae, Sabine Van Huffel:
Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging. EMBC 2014: 3789-3790 - [c3]Alexander Caicedo, Carolina Varon, Thomas Alderliesten, Petra M. A. Lemmers, Frank van Bel, Gunnar Naulaers, Sabine Van Huffel:
Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging. EMBC 2014: 4208-4211 - 2013
- [c2]Alexander Caicedo, Gunnar Naulaers, Sabine Van Huffel:
Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS. EMBC 2013: 2032-2035 - 2012
- [j1]Devy Widjaja, Carolina Varon, Alexander Dorado, Johan A. K. Suykens, Sabine Van Huffel:
Application of Kernel Principal Component Analysis for Single-Lead-ECG-Derived Respiration. IEEE Trans. Biomed. Eng. 59(4): 1169-1176 (2012) - [c1]Alexander Caicedo, Ilias Tachtsidis, Maria D. Papademetriou, Sabine Van Huffel:
Decoupling the influence of systemic variables in the peripheral and cerebral haemodynamics during ECMO procedure by means of oblique and orthogonal subspace projections. EMBC 2012: 6153-6156
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