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 (EMBC, 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)

Preprocessing by means of subspace projections for continuous Cerebral Autoregulation assessment using NIRS. - Alexander Caicedo; Gunnar Naulaers; Sabine Van Huffel (EMBC, 2013)

Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification. - Alexander Caicedo; Carolina Varon; Sabine Van Huffel (CinC, 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 (EMBC, 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 (EMBC, 2014)

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)

Removal of Respiratory Influences from Heart Rate During Emotional Stress. - Carolina Varon; Jesús Lázaro 002; Alberto Hernando Sanz; Alexander Caicedo; Sabine Van Huffel; Raquel Bailón (CinC, 2017)

Improved neonatal seizure detection using adaptive learning. - Amir Hossein Ansari; P. J. Cherian; Alexander Caicedo; Maarten De Vos; Gunnar Naulaers; Sabine Van Huffel (EMBC, 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 (EMBC, 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)

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)

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)

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)

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 (EMBC, 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 (EMBC, 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)

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)

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; et al. (Biomed. Signal Process. Control., 2021)

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)