Alexander Caicedo

According to our database, Alexander Caicedo authored at least 20 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Unsupervised Machine Learning for the Classification of Astrophysical X-ray Sources.

Víctor Samuel Pérez-Díaz, Juan Rafael Martínez-Galarza, Alexander Caicedo, Raffaele D'Abrusco

CoRR, 2024

2021

Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex.

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

Biomed. Signal Process. Control., 2021

2019

Neonatal Seizure Detection Using Deep Convolutional Neural Networks.

Amir Hossein Ansari, Perumpillichira J. Cherian, Alexander Caicedo, Gunnar Naulaers, Maarten De Vos, Sabine Van Huffel

Int. J. Neural Syst., 2019

Decomposition of a Multiscale Entropy Tensor for Sleep Stage Identification in Preterm Infants.

Ofelie De Wel, Mario Lavanga, Alexander Caicedo, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel

Entropy, 2019

The implementation of an apnea-based perinatal stress calculator.

Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Margot Deviaene, Jonathan Moeyersons, Carolina Varon, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions.

Alexander Caicedo, Ofelie De Wel, Michiel Vandecappelle, Liesbeth Thewissen, Anne Smits, Karel Allegaert, Lieven De Lathauwer, Gunnar Naulaers, Sabine Van Huffel

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data.

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

IEEE J. Biomed. Health Informatics, 2018

Using Graph Theory to Assess the Interaction between Cerebral Function, Brain Hemodynamics, and Systemic Variables in Premature Infants.

Dries Hendrikx, Liesbeth Thewissen, Anne Smits, Gunnar Naulaers, Karel Allegaert, Sabine Van Huffel, Alexander Caicedo

Complex., 2018

2017

Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification.

Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel

Entropy, 2017

Monitoring Effective Connectivity in the Preterm Brain: A Graph Approach to Study Maturation.

Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel

Complex., 2017

Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation.

Mario Lavanga, Ofelie De Wel, Alexander Caicedo, Elke Heremans, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Improved neonatal seizure detection using adaptive learning.

Amir Hossein Ansari, P. J. Cherian, Alexander Caicedo, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Removal of Respiratory Influences from Heart Rate During Emotional Stress.

Carolina Varon, Jesús Lázaro, Alberto Hernando Sanz, Alexander Caicedo, Sabine Van Huffel, Raquel Bailón

Proceedings of the Computing in Cardiology, 2017

2015

A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG.

Carolina Varon, Alexander Caicedo, Dries Testelmans, Bertien Buyse, Sabine Van Huffel

IEEE Trans. Biomed. Eng., 2015

2014

Detection of epileptic seizures from single lead ECG by means of phase rectified signal averaging.

Carolina Varon, Alexander Caicedo, Katrien Jansen, Lieven Lagae, Sabine Van Huffel

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Differences in the cerebral hemodynamics regulation mechanisms of premature infants with intra-ventricular hemorrhage assessed by means of phase rectified signal averaging.

Alexander Caicedo, Carolina Varon, Thomas Alderliesten, Petra M. A. Lemmers, Frank van Bel, Gunnar Naulaers, Sabine Van Huffel

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification.

Alexander Caicedo, Carolina Varon, Sabine Van Huffel

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS.

Alexander Caicedo, Gunnar Naulaers, Sabine Van Huffel

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Application of Kernel Principal Component Analysis for Single-Lead-ECG-Derived Respiration.

Devy Widjaja, Carolina Varon, Alexander Dorado, Johan A. K. Suykens, Sabine Van Huffel

IEEE Trans. Biomed. Eng., 2012

Decoupling the influence of systemic variables in the peripheral and cerebral haemodynamics during ECMO procedure by means of oblique and orthogonal subspace projections.

Alexander Caicedo, Ilias Tachtsidis, Maria D. Papademetriou, Sabine Van Huffel

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012