Alexander Caicedo

18 papers Journal 8Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Retrieving interpretability to support vector machine regression models in dynamic system identification.
Frontiers Artif. Intell.
Johan Pena-Campos, Diego Patino, Carlos Ocampo-Martinez, Julio César Ramos Fernández, Margot Salas-Brown, Alexander Caicedo
2024 J jnl
Unsupervised Machine Learning for the Classification of Astrophysical X-ray Sources.
CoRR
Víctor Samuel Pérez-Díaz, Juan Rafael Martínez-Galarza, Alexander Caicedo, Raffaele D'Abrusco
2021 J jnl
Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex.
Biomed. Signal Process. Control.
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
2019 J jnl
Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants.
Entropy
Ofelie De Wel, Mario Lavanga, Alexander Caicedo, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel
2019 — conf
Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions.
EMBC
Alexander Caicedo, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits, Karel Allegaert, Lieven De Lathauwer, Gunnar Naulaers, Sabine Van Huffel
2019 J jnl
Neonatal Seizure Detection Using Deep Convolutional Neural Networks.
Int. J. Neural Syst.
Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo, Gunnar Naulaers, Maarten De Vos, Sabine Van Huffel
2019 — conf
The implementation of an apnea-based perinatal stress calculator.
EMBC
Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Margot Deviaene, Jonathan Moeyersons, Carolina Varon, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel
2018 J jnl
Using Graph Theory to Assess the Interaction between Cerebral Function, Brain Hemodynamics, and Systemic Variables in Premature Infants.
Complex.
Dries Hendrikx, Liesbeth Thewissen, Anne Smits, Gunnar Naulaers, Karel Allegaert, Sabine Van Huffel, Alexander Caicedo
2017 — conf
Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation.
EMBC
Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Elke Heremans, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
2017 — conf
Improved neonatal seizure detection using adaptive learning.
EMBC
Amir Hossein Ansari, P. J. Cherian, Alexander Caicedo, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel
2017 J jnl
Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation.
Complex.
Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
2017 — conf
Removal of Respiratory Influences from Heart Rate During Emotional Stress.
CinC
Carolina Varon, Jesús Lázaro, Alberto Hernando Sanz, Alexander Caicedo, Sabine Van Huffel, Raquel Bailón
2015 J jnl
A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG.
IEEE Trans. Biomed. Eng.
Carolina Varon, Alexander Caicedo, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
2014 — conf
Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification.
CinC
Alexander Caicedo, Carolina Varon, Sabine Van Huffel
2014 — conf
Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging.
EMBC
Carolina Varon, Alexander Caicedo, Katrien Jansen, Lieven Lagae, Sabine Van Huffel
2014 — conf
Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging.
EMBC
Alexander Caicedo, Carolina Varon, Thomas Alderliesten, Petra M. A. Lemmers, Frank van Bel, Gunnar Naulaers, Sabine Van Huffel
2013 — conf
Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS.
EMBC
Alexander Caicedo, Gunnar Naulaers, Sabine Van Huffel
2012 — conf
Decoupling the influence of systemic variables in the peripheral and cerebral haemodynamics during ECMO procedure by means of oblique and orthogonal subspace projections.
EMBC
Alexander Caicedo, Ilias Tachtsidis, Maria D. Papademetriou, Sabine Van Huffel