Interval Coded Scoring: a toolbox for interpretable scoring systems

by Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
Published 2018-04-01

Linear and Non-linear Quantification of the Respiratory Sinus Arrhythmia Using Support Vector Machines

by John Morales, John Morales, Pascal Borzée, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Sabine Van Huffel, Carolina Varon, Carolina Varon
Published 2021-02-01

Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis

by Devy Widjaja, Michele Orini, Elke Vlemincx, Sabine Van Huffel
Published 2013-01-01

Measuring Near-Infrared Spectroscopy Derived Cerebral Autoregulation in Neonates: From Research Tool Toward Bedside Multimodal Monitoring

by Liesbeth Thewissen, Liesbeth Thewissen, Alexander Caicedo, Alexander Caicedo, Petra Lemmers, Frank Van Bel, Sabine Van Huffel, Sabine Van Huffel, Gunnar Naulaers, Gunnar Naulaers
Published 2018-05-01

Functional form estimation using oblique projection matrices for LS-SVM regression models.

by Alexander Caicedo, Carolina Varon, Sabine Van Huffel, Johan A K Suykens
Published 2019-01-01

R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks

by Jonathan Moeyersons, Matthew Amoni, Sabine Van Huffel, Rik Willems, Carolina Varon
Published 2019-10-01

Recognition of Physical Activities from a Single Arm-Worn Accelerometer: A Multiway Approach

by Lieven Billiet, Thijs Swinnen, Kurt de Vlam, Rene Westhovens, Sabine Van Huffel
Published 2018-04-01

Separation of respiratory influences from the tachogram: a methodological evaluation.

by Devy Widjaja, Alexander Caicedo, Elke Vlemincx, Ilse Van Diest, Sabine Van Huffel
Published 2014-01-01

Utility metric for unsupervised feature selection

by Amalia Villa, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon
Published 2021-04-01

Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention.

by Devy Widjaja, Alessandro Montalto, Elke Vlemincx, Daniele Marinazzo, Sabine Van Huffel, Luca Faes
Published 2015-01-01

Accelerometry-Based Activity Recognition and Assessment in Rheumatic and Musculoskeletal Diseases

by Lieven Billiet, Thijs Willem Swinnen, Rene Westhovens, Kurt de Vlam, Sabine Van Huffel
Published 2016-12-01

Decomposition of Near-Infrared Spectroscopy Signals Using Oblique Subspace Projections: Applications in Brain Hemodynamic Monitoring

by Alexander Caicedo, Carolina Varon, Borbala Hunyadi, Sabine Van Huffel, Maria Papademetriou, Ilias Tachtsidis
Published 2016-11-01

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

by Ofelie De Wel, Mario Lavanga, Alexander Caicedo, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel
Published 2019-09-01

Canonical Decomposition of Ictal Scalp EEG and Accurate Source Localisation: Principles and Simulation Study

by Maarten De Vos, Lieven De Lathauwer, Bart Vanrumste, Sabine Van Huffel, W. Van Paesschen
Published 2007-01-01

A Bradycardia-Based Stress Calculator for the Neonatal Intensive Care Unit: A Multisystem Approach

by Mario Lavanga, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel, Alexander Caicedo
Published 2020-06-01

Explaining Support Vector Machines: A Color Based Nomogram.

by Vanya Van Belle, Ben Van Calster, Sabine Van Huffel, Johan A K Suykens, Paulo Lisboa
Published 2016-01-01

Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring

by Ivan D. Castro, Carolina Varon, Tom Torfs, Sabine Van Huffel, Robert Puers, Chris Van Hoof
Published 2018-02-01

Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring

by Dorien Huysmans, Pascal Borzée, Dries Testelmans, Bertien Buyse, Tim Willemen, Sabine Van Huffel, Carolina Varon
Published 2019-05-01

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

by Dries Hendrikx, Liesbeth Thewissen, Anne Smits, Gunnar Naulaers, Karel Allegaert, Sabine Van Huffel, Alexander Caicedo
Published 2018-01-01

Numerical Linear Algebra in Signal Processing Applications

by Sabine Van Huffel, Paul Van Dooren, Marc Moonen, Shivkumar Chandrasekaran, Gene H. Golub, Nicola Mastronardi
Published 2007-01-01