Alexander Caicedo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 12

Top Topics

Subspace Projections

Epileptic Seizures

Tensor Decomposition

Convolutional Neural Networks

Top Venues

Biomed. Signal Process. Control.

Publications

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 (2024)
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 (2021)
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) (2019)
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) (2019)
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)
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)
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 (2018)
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)
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)
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)
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 (2017)
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) (2015)
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)
Alexander Caicedo, Carolina Varon, Sabine Van Huffel
Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification. CinC (2014)
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)
Alexander Caicedo, Gunnar Naulaers, Sabine Van Huffel
Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS. EMBC (2013)
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)