Sabine Van Huffel

349 papers B 18C 6Misc 4Journal 168Unranked 148

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Quantization-aware matrix factorization for low bit rate image compression. Inf. Sci. Pooya Ashtari, Pourya Behmandpoor, Fateme Nateghi Haredasht, Jonathan H. Chen, Panagiotis Patrinos, Sabine Van Huffel
2025	J	`jnl`	Deconver: A Deconvolutional Network for Medical Image Segmentation. CoRR Pooya Ashtari, Shahryar Noei, Fateme Nateghi Haredasht, Jonathan H. Chen, Giuseppe Jurman, Aleksandra Pizurica, Sabine Van Huffel
2024	J	`jnl`	A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. CoRR Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran, Yi-Jui Liu, Susanne Wegener, Florian Kofler, Ivan Ezhov, Suprosanna Shit, Moritz Roman Hernandez Petzsche, Bjoern H. Menze, Jan S. Kirschke, Benedikt Wiestler
2024	J	`jnl`	Quantization-free Lossy Image Compression Using Integer Matrix Factorization. CoRR Pooya Ashtari, Pourya Behmandpoor, Fateme Nateghi Haredasht, Jonathan H. Chen, Panagiotis Patrinos, Sabine Van Huffel
2023	J	`jnl`	Factorizer: A scalable interpretable approach to context modeling for medical image segmentation. Medical Image Anal. Pooya Ashtari, Diana Maria Sima, Lieven De Lathauwer, Dominique Sappey-Marinier, Frederik Maes, Sabine Van Huffel
2022	J	`jnl`	A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels. IEEE J. Biomed. Health Informatics Amir Hossein Ansari, Kirubin Pillay, Anneleen Dereymaeker, Katrien Jansen, Sabine Van Huffel, Gunnar Naulaers, Maarten De Vos
2022	B	`conf`	A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification. ESANN Berardino Barile, Pooya Ashtari, Françoise Durand-Dubief, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2022	J	`jnl`	A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control. IEEE Trans. Hum. Mach. Syst. Hong-Bo Xie, Kerrie L. Mengersen, Changan Di, Yongjian Zhang, Justin Lipman, Sabine Van Huffel
2022	J	`jnl`	Artificial Intelligence Based Patient-Specific Preoperative Planning Algorithm for Total Knee Arthroplasty. Frontiers Robotics AI Adriaan Lambrechts, Roel Wirix-Speetjens, Frederik Maes, Sabine Van Huffel
2022	J	`jnl`	Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Frontiers Robotics AI Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
2022	J	`jnl`	Corrigendum: Artificial Intelligence Based Patient-Specific Preoperative Planning Algorithm for Total Knee Arthroplasty. Frontiers Robotics AI Adriaan Lambrechts, Roel Wirix-Speetjens, Frederik Maes, Sabine Van Huffel
2022	J	`jnl`	Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation. CoRR Pooya Ashtari, Diana Maria Sima, Lieven De Lathauwer, Dominique Sappey-Marinier, Frederik Maes, Sabine Van Huffel
2022	J	`jnl`	Machine Learning to Support Triage of Children at Risk for Epileptic Seizures in the Pediatric Intensive Care Unit. CoRR Raphael Azriel, Cecil D. Hahn, Thomas De Cooman, Sabine Van Huffel, Eric T. Payne, Kristin L. McBain, Danny Eytan, Joachim A. Behar
2021	J	`jnl`	Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach. Sensors Jonathan Moeyersons, John F. Morales, Nick Seeuws, Chris Van Hoof, Evelien Hermeling, Willemijn Groenendaal, Rik Willems, Sabine Van Huffel, Carolina Varon
2021	J	`jnl`	Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data. NeuroImage Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2021	—	`conf`	Automatic Artifact Removal of Resting-State fMRI with Deep Neural Networks. EUSIPCO Christos Theodoropoulos, Christos Chatzichristos, Sabine Van Huffel
2021	J	`jnl`	Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring. Biomed. Signal Process. Control. Adnan Albaba, Ivan D. Castro, Pascal Borzée, Bertien Buyse, Dries Testelmans, Carolina Varon, Sabine Van Huffel, Tom Torfs
2021	J	`jnl`	Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions. Entropy Andrea Rozo, John F. Morales, Jonathan Moeyersons, Rohan Joshi, Enrico G. Caiani, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
2021	J	`jnl`	Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients. Sensors Dorien Huysmans, Ivan D. Castro, Pascal Borzée, Aakash Patel, Tom Torfs, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
2021	—	`conf`	Cardiovascular Risk Detection in Sleep Apnea Patients from Pulse Photoplethysmography Waveform. CinC Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
2021	J	`jnl`	Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection. Sensors Thijs Becker, Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, Dirk Valkenborg, Sabine Van Huffel, Maarten De Vos
2021	—	`conf`	Controlled Breathing Effect on Respiration Quality Assessment Using Machine Learning Approaches. CinC Andrea Rozo, Jeroen Buil, Jonathan Moeyersons, John F. Morales, Roberto Garcia van der Westen, Lien Lijnen, Christophe Smeets, Sjors Jantzen, Valerie Monpellier, David Ruttens, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Carolina Varon
2021	J	`jnl`	Kernelized Sparse Bayesian Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. Caoyuan Li, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Kerrie L. Mengersen
2021	J	`jnl`	Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation. IEEE Trans. Biomed. Eng. John F. Morales, Jonathan Moeyersons, Pablo Armañac, Michele Orini, Luca Faes, Sebastiaan Overeem, Merel van Gilst, Hans van Dijk, Sabine Van Huffel, Raquel Bailón, Carolina Varon
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
2021	J	`jnl`	Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients. Frontiers Digit. Health Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
2021	J	`jnl`	Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG. Sensors Jonathan Moeyersons, John F. Morales, Amalia Villa Gómez, Ivan D. Castro, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon
2021	J	`jnl`	Utility metric for unsupervised feature selection. PeerJ Comput. Sci. Amalia Villa, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon
2020	—	`conf`	A Robust Estimation of the Cardiorespiratory Coupling in the Presence of Abnormal Beats. CinC John F. Morales, Pascal Borzée, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Raquel Bailón, Carolina Varon
2020	J	`jnl`	Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data. CoRR Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2020	J	`jnl`	Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures. IEEE Trans. Signal Process. Caoyuan Li, Hong-Bo Xie, Kerrie L. Mengersen, Xuhui Fan, Richard Yi Da Xu, Scott A. Sisson, Sabine Van Huffel
2020	—	`conf`	Can Laplacian Eigenmaps Be Used for Differentiation Between Healthy Subjects and Patients With Corrected Tetralogy of Fallot? CinC Ben Jacobs, Amalia Villa Gómez, Jonathan Moeyersons, Sabine Van Huffel, Rik Willems, Carolina Varon
2020	J	`jnl`	Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data. IEEE J. Biomed. Health Informatics Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2020	J	`jnl`	Early soft and flexible fusion of EEG and fMRI via tensor decompositions. CoRR Christos Chatzichristos, Eleftherios Kofidis, Lieven De Lathauwer, Sergios Theodoridis, Sabine Van Huffel
2020	—	`conf`	Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients. CinC Amalia Villa, Sebastian Ingelaere, Sabine Van Huffel, Rik Willems, Carolina Varon
2020	—	`conf`	Low-Rank Convolutional Networks for Brain Tumor Segmentation. BrainLes@MICCAI (1) Pooya Ashtari, Frederik Maes, Sabine Van Huffel
2020	J	`jnl`	Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers. IEEE Trans. Biomed. Eng. Margot Deviaene, Pascal Borzée, Merel van Gilst, Johannes P. van Dijk, Sebastiaan Overeem, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
2020	—	`conf`	Predicting Left Ventricular Mass Using ECG, Demographic and DXA Features. CinC Jonathan Moeyersons, Ruben De Bosscher, Christophe Dausin, Guido Claessen, André La Gerche, Jan Bogaert, Rik Willems, Sabine Van Huffel, Carolina Varon
2020	—	`conf`	Sleep-Wake Classification for Home Monitoring of Sleep Apnea Patients. CinC Dorien Huysmans, Eva Heffinck, Ivan D. Castro, Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
2020	—	`conf`	Unobtrusive, Through-Clothing ECG and Bioimpedance Monitoring in Sleep Apnea Patients. CinC Ivan D. Castro, Aakash Patel, Margot Deviaene, Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon, Tom Torfs
2020	J	`jnl`	Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation. Sensors Hélène De Cannière, Federico Corradi, Christophe Smeets, Melanie Schoutteten, Carolina Varon, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter M. Vandervoort
2019	J	`jnl`	A Machine-Learning Approach for Detection and Quantification of QRS Fragmentation. IEEE J. Biomed. Health Informatics Griet Goovaerts, Sibasankar Padhy, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel
2019	—	`conf`	Are we training our heartbeat classification algorithms properly? EMBC Amalia Villa Gómez, Margot Deviaene, Rik Willems, Sabine Van Huffel, Carolina Varon
2019	J	`jnl`	Artefact detection and quality assessment of ambulatory ECG signals. Comput. Methods Programs Biomed. Jonathan Moeyersons, Elena Smets, John F. Morales, Amalia Villa Gómez, Walter De Raedt, Dries Testelmans, Bertien Buyse, Chris Van Hoof, Rik Willems, Sabine Van Huffel, Carolina Varon
2019	J	`jnl`	Automatic Screening of Sleep Apnea Patients Based on the SpO IEEE J. Biomed. Health Informatics Margot Deviaene, Dries Testelmans, Bertien Buyse, Pascal Borzée, Sabine Van Huffel, Carolina Varon
2019	—	`conf`	Data Quality Assessment of Capacitively-Coupled ECG Signals. CinC Ivan D. Castro, Carolina Varon, Jonathan Moeyersons, Amalia Villa Gómez, John F. Morales, Margot Deviaene, Tom Torfs, Sabine Van Huffel, Robert Puers, Chris Van Hoof
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`	Effect of the Heart Rate Variability Representations on the Quantification of the Cardiorespiratory Interactions During Autonomic Nervous System Blockade. CinC John F. Morales, Juan Bolea, Sabine Van Huffel, Raquel Bailón, Carolina Varon
2019	—	`conf`	Evaluation of Methods to Characterize the Change of the Respiratory Sinus Arrhythmia with Age in Sleep Apnea Patients. EMBC John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Rik Willems, Michele Orini, Sabine Van Huffel, Raquel Bailón, Carolina Varon
2019	J	`jnl`	Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring. Sensors Dorien Huysmans, Pascal Borzée, Dries Testelmans, Bertien Buyse, Tim Willemen, Sabine Van Huffel, Carolina Varon
2019	—	`conf`	Feature Selection Algorithm based on Random Forest applied to Sleep Apnea Detection. EMBC Margot Deviaene, Dries Testelmans, Pascal Borzée, Bertien Buyse, Sabine Van Huffel, Carolina Varon
2019	—	`conf`	Identifying Stable Components of Matrix /Tensor Factorizations via Low-Rank Approximation of Inter-Factorization Similarity. EUSIPCO Simon Van Eyndhoven, Nico Vervliet, Lieven De Lathauwer, Sabine Van Huffel
2019	J	`jnl`	Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein's Unbiased Risk Estimator. IEEE Trans. Image Process. Caoyuan Li, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Scott A. Sisson, Kerrie L. Mengersen
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	J	`jnl`	Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis. IEEE J. Biomed. Health Informatics Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel
2019	J	`jnl`	Nonconvulsive epileptic seizure monitoring with incremental learning. Comput. Biol. Medicine Yissel Rodriguez Aldana, Enrique Juan Marañón Reyes, Frank Sanabria-Macias, Valia Rodriguez Rodriguez, Lilia Morales Chacón, Sabine Van Huffel, Borbála Hunyadi
2019	—	`conf`	Pulse Oximetry Markers for Cardiovascular Disease in Sleep Apnea. CinC Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
2019	J	`jnl`	R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks. PeerJ Comput. Sci. Jonathan Moeyersons, Matthew Amoni, Sabine Van Huffel, Rik Willems, Carolina Varon
2019	J	`jnl`	Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a NeuroImage Oron Levin, Akila Weerasekera, Bradley R. King, Kirstin-Friederike Heise, Diana Maria Sima, Sima Chalavi, Celine Maes, Ronald R. Peeters, Stefan Sunaert, Koen Cuypers, Sabine Van Huffel, Dante Mantini, Uwe Himmelreich, Stephan P. Swinnen
2019	—	`conf`	Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis. EMBC Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2019	J	`jnl`	Tensor-Based Method for Residual Water Suppression in $^1$H Magnetic Resonance Spectroscopic Imaging. IEEE Trans. Biomed. Eng. Halandur Nagaraja Bharath, Otto Debals, Diana Maria Sima, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
2019	—	`conf`	Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach. GlobalSIP Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel
2019	—	`conf`	The Progression of Heart Rate Variability Parameters Throughout Cardiac Rehabilitation. CinC Hélène De Cannière, John F. Morales, Carolina Varon, Christophe Smeets, Melanie Schoutteten, Chris Van Hoof, Willemijn Groenendaal, Sabine Van Huffel, Pieter M. Vandervoort
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
2019	J	`jnl`	Unconstrained Estimation of HRV Indices After Removing Respiratory Influences From Heart Rate. IEEE J. Biomed. Health Informatics Carolina Varon, Jesús Lázaro, Juan Bolea, Alberto Hernando, Jordi Aguiló, Eduardo Gil, Sabine Van Huffel, Raquel Bailón
2019	—	`conf`	Unsupervised Deep Feature Extraction for Neonatal Sleep Stage Classification. BNAIC/BENELEARN Nick Seeuws, Amir Hossein Ansari, Sabine Van Huffel, Gunnar Naulaers
2018	—	`conf`	Artifact Detection of Wrist Photoplethysmograph Signals. BIOSIGNALS Kaat Vandecasteele, Jesús Lázaro, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2018	—	`conf`	Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in children. BHI Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
2018	J	`jnl`	Comparison between Scalp EEG and Behind-the-Ear EEG for Development of a Wearable Seizure Detection System for Patients with Focal Epilepsy. Sensors Ying Gu, Evy Cleeren, Jonathan Dan, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2018	—	`conf`	Evaluation of a Continuous ECG Quality Indicator Based on the Autocorrelation Function. CinC Jonathan Moeyersons, Dries Testelmans, Bertien Buyse, Rik Willems, Sabine Van Huffel, Carolina Varon
2018	J	`jnl`	Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring. Sensors Ivan D. Castro, Carolina Varon, Tom Torfs, Sabine Van Huffel, Robert Puers, Chris Van Hoof
2018	J	`jnl`	Interval Coded Scoring: a toolbox for interpretable scoring systems. PeerJ Comput. Sci. Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
2018	J	`jnl`	Recognition of Physical Activities from a Single Arm-Worn Accelerometer: A Multiway Approach. Informatics Lieven Billiet, Thijs Willem Swinnen, Kurt de Vlam, René Westhovens, Sabine Van Huffel
2018	—	`conf`	Respiratory Sinus Arrhythmia in Apnea Patients With Apnea Associated Comorbidities. CinC John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Raquel Bailón, Rik Willems, Sabine Van Huffel, Carolina Varon
2018	—	`conf`	Risk Assessment of All-Cause Mortality in Patients with an Implantable Cardioverter Defibrillator Using a Novel QRS Fragmentation Score. CinC Griet Goovaerts, Sibasankar Padhy, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel
2018	—	`conf`	Single-channel EEG Classification by Multi-channel Tensor subspace Learning and Regression. MLSP Simon Van Eyndhoven, Martijn Bousse, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel
2018	—	`conf`	Sleep Apnea Detection Using Pulse Photoplethysmography. CinC Margot Deviaene, Jesús Lázaro, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon
2018	—	`conf`	Supervised Transfer Learning for Personalized Heart Rate Based Epileptic Seizure Detection. CinC Thomas De Cooman, Carolina Varon, Wim Van Paesschen, Sabine Van Huffel
2018	J	`jnl`	T-wave end detection using neural networks and Support Vector Machines. Comput. Biol. Medicine Alexander A. Suárez León, Carolina Varon, Rik Willems, Sabine Van Huffel, Carlos R. Vázquez-Seisdedos
2018	—	`conf`	Temporal Beat-to-Beat Variability of Repolarization Changes Predict Non-Sustained Ventricular Tachycardia in Ischemic Heart Disease Patients. CinC Jonathan Moeyersons, Matthew Amoni, Bert Vandenberk, Carolina Varon, Karin Sipido, Sabine Van Huffel, Rik Willems
2018	Misc	`conf`	Tensor-basedECG Signal Processing Applied to Atrial Fibrillation Detection. ACSSC Simon Geirnaert, Griet Goovaerts, Sibasankar Padhy, Martijn Bousse, Lieven De Lathauwer, Sabine Van Huffel
2018	—	`conf`	The Cardiorespiratory Graph in Sleep Apnea and Associated Comorbidities. CinC Carolina Varon, Margot Deviaene, Dries Hendrikx, Sara Van de Putte, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
2018	—	`conf`	Unsupervised Artefact Detection and Screening Using Emfit Sensor in Patients With Sleep Apnea. CinC Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon
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
2018	—	`conf`	Variational Mode Decomposition Features for Heartbeat Classification. CinC Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon
2018	J	`jnl`	Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data. IEEE J. Biomed. Health Informatics 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
2017	—	`conf`	A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations. ICANN (2) Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
2017	B	`conf`	A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT). CEC Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Francesco Calimeri, Sabine Van Huffel
2017	J	`jnl`	An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation. Int. J. Neural Syst. Anneleen Dereymaeker, Kirubin Pillay, Jan Vervisch, Sabine Van Huffel, Gunnar Naulaers, Katrien Jansen, Maarten De Vos
2017	J	`jnl`	An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation. Comput. Biol. Medicine Yuqian Li, Xin Liu, Feng Wei, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Yiming Pi, Guang Hu, Yi Yao, Sabine Van Huffel
2017	—	`conf`	Assessing Cardiovascular Comorbidities in Sleep Apnea Patients Using SpO2. CinC Margot Deviaene, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
2017	J	`jnl`	Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment. Sensors Kaat Vandecasteele, Thomas De Cooman, Ying Gu, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi
2017	—	`conf`	Automated T Wave End Detection Methods - Comparison of Four Different Methods for T Wave End Detection. BIOSIGNALS Jonathan Moeyersons, Griet Goovaerts, Suzy Huijghebaert, Bert Vandenberk, Rik Willems, Sabine Van Huffel
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	B	`conf`	Comparison of manual and semi-manual delineations for classifying glioblastoma multiforme patients based on histogram and texture MRI features. ESANN Adrian Ion-Margineanu, Sofie Van Cauter, Diana Maria Sima, Frederik Maes, Stefan Sunaert, Uwe Himmelreich, Sabine Van Huffel
2017	J	`jnl`	Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification. Entropy Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
2017	—	`conf`	ECG Artefact Detection Using Ensemble Decision Trees. CinC Jonathan Moeyersons, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
2017	J	`jnl`	Feature selection methods for accelerometry-based seizure detection in children. Medical Biol. Eng. Comput. Milica Milosevic, Anouk Van de Vel, Kris Cuppens, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2017	—	`conf`	Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization. EUSIPCO Simon Van Eyndhoven, Borbála Hunyadi, Lieven De Lathauwer, 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	C	`conf`	Interval Coded Scoring extensions for larger problems. ISCC Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
2017	—	`conf`	Irregular Heart Beat Detection Using Sequentially Truncated Multi-Linear Singular Value Decomposition. CinC Alexander A. Suárez León, Griet Goovaerts, Carolina Varon, Carlos R. Vázquez-Seisdedos, Sabine Van Huffel
2017	—	`conf`	Irregular heartbeat classification using Kronecker Product Equations. EMBC Martijn Bousse, Griet Goovaerts, Nico Vervliet, Otto Debals, Sabine Van Huffel, Lieven De Lathauwer
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	J	`jnl`	Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles. IEEE J. Biomed. Health Informatics Claudio Stamile, Gabriel Kocevar, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2017	—	`conf`	Nonconvulsive epileptic seizures detection using multiway data analysis. EUSIPCO Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel
2017	J	`jnl`	Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas. IEEE J. Biomed. Health Informatics Halandur Nagaraja Bharath, Diana Maria Sima, Nicolas Sauwen, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
2017	J	`jnl`	Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG. Int. J. Neural Syst. Thomas De Cooman, Carolina Varon, Borbála Hunyadi, Wim Van Paesschen, Lieven Lagae, Sabine Van Huffel
2017	—	`conf`	Pulse Photoplethysmography Derived Respiration for Obstructive Sleep Apnea Detection. CinC Jesús Lázaro, Eduardo Gil, Margot Deviaene, Raquel Bailón, Dries Testelmans, Bertien Buyse, Carolina Varon, 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
2017	—	`conf`	Semi-Supervised One-Class Transfer Learning for Heart Rate Based Epileptic Seizure Detection. CinC Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
2017	J	`jnl`	Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization. BMC Medical Imaging Nicolas Sauwen, Marjan Acou, Diana Maria Sima, Jelle Veraart, Frederik Maes, Uwe Himmelreich, Eric Achten, Sabine Van Huffel
2017	C	`conf`	Sleep Apnea Hypopnea Syndrome classification in SpO2 signals using wavelet decomposition and phase space reconstruction. BSN John F. Morales, Carolina Varon, Margot Deviaene, Pascal Borzée, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
2017	J	`jnl`	Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data. WIREs Data Mining Knowl. Discov. Borbála Hunyadi, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel
2017	—	`conf`	Tensor-based Analysis of ECG Changes Prior to In-Hospital Cardiac Arrest. CinC Griet Goovaerts, Sabine Van Huffel, Xiao Hu
2017	—	`conf`	Tumor Segmentation from Multimodal MRI Using Random Forest with Superpixel and Tensor Based Feature Extraction. BrainLes@MICCAI Halandur Nagaraja Bharath, Steven Colleman, Diana Maria Sima, Sabine Van Huffel
2016	—	`conf`	A Semi-Automated Segmentation Framework for MRI Based Brain Tumor Segmentation Using Regularized Nonnegative Matrix Factorization. SITIS Nicolas Sauwen, Diana Maria Sima, Marjan Acou, Eric Achten, Frederik Maes, Uwe Himmelreich, Sabine Van Huffel
2016	J	`jnl`	Accelerometry-Based Activity Recognition and Assessment in Rheumatic and Musculoskeletal Diseases. Sensors Lieven Billiet, Thijs Willem Swinnen, René Westhovens, Kurt de Vlam, Sabine Van Huffel
2016	—	`conf`	Activity recognition for physical therapy: fusing signal processing features and movement patterns. iWOAR Lieven Billiet, Thijs Willem Swinnen, René Westhovens, Kurt de Vlam, Sabine Van Huffel
2016	J	`jnl`	Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients. IEEE J. Biomed. Health Informatics Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2016	—	`conf`	Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas. EUSIPCO Halandur Nagaraja Bharath, Nicolas Sauwen, Diana Maria Sima, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
2016	—	`conf`	Fusion of electroencephalography and functional magnetic resonance imaging to explore epileptic network activity. EUSIPCO Borbála Hunyadi, Wim Van Paesschen, Maarten De Vos, Sabine Van Huffel
2016	J	`jnl`	Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants. IEEE Trans. Biomed. Eng. Vladimir Matic, Perumpillichira J. Cherian, Katrien Jansen, Ninah Koolen, Gunnar Naulaers, Renate M. Swarte, Paul Govaert, Sabine Van Huffel, Maarten De Vos
2016	—	`conf`	Information Transfer Between Respiration and Heart Rate During Sleep Apnea. CinC Carolina Varon, Luca Faes, Dries Testelmans, Bertien Buyse, Sabine Van Huffel
2016	B	`conf`	Initializing nonnegative matrix factorization using the successive projection algorithm for multi-parametric medical image segmentation. ESANN Nicolas Sauwen, Marjan Acou, Halandur Nagaraja Bharath, Diana Maria Sima, Jelle Veraart, Frederik Maes, Uwe Himmelreich, Eric Achten, Sabine Van Huffel
2016	C	`conf`	Interval Coded Scoring Index with Interaction Effects - A Sensitivity Study. ICPRAM Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
2016	—	`conf`	Irregular Heartbeats Detection Using Tensors and Support Vector Machines. CinC Alexander A. Suárez León, Griet Goovaerts, Carlos R. Vázquez-Seisdedos, Sabine Van Huffel
2016	—	`conf`	Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization. SITIS Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2016	J	`jnl`	One-bit Matrix Compressed Sensing Algorithm for Sparse Matrix Recovery. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Hui Wang, Sabine Van Huffel, Guan Gui, Qun Wan
2016	—	`conf`	Patch based super-resolution of MR spectroscopic images. ISBI Saurabh Jain, Diana Maria Sima, Faezeh Sanaei Nezhad, Steve Williams, Sabine Van Huffel, Frederik Maes, Dirk Smeets
2016	—	`conf`	Phase-Rectified Signal Averaging for Automatic Detection of QRS Fragmentation. CinC Griet Goovaerts, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel
2016	—	`conf`	Unsupervised Framework for Consistent Longitudinal MS Lesion Segmentation. MCV/BAMBI@MICCAI Saurabh Jain, Annemie Ribbens, Diana Maria Sima, Sabine Van Huffel, Frederik Maes, Dirk Smeets
2016	—	`conf`	White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization. ICIAR Claudio Stamile, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
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
2015	J	`jnl`	A prospective fMRI-based technique for localising the epileptogenic zone in presurgical evaluation of epilepsy. NeuroImage Borbála Hunyadi, Simon Tousseyn, Patrick Dupont, Sabine Van Huffel, Maarten De Vos, Wim Van Paesschen
2015	J	`jnl`	A spline-based tool to assess and visualize the calibration of multiclass risk predictions. J. Biomed. Informatics K. Van Hoorde, Sabine Van Huffel, Dirk Timmerman, Tom Bourne, Ben Van Calster
2015	—	`conf`	Automated Respiration Detection from Neonatal Video Data. ICPRAM (2) Ninah Koolen, Olivier Decroupet, Anneleen Dereymaeker, Katrien Jansen, Jan Vervisch, Vladimir Matic, Bart Vanrumste, Gunnar Naulaers, Sabine Van Huffel, Maarten De Vos
2015	—	`conf`	Binary Reweighted l1-Norm Minimization for One-Bit Compressed Sensing. BIOSIGNALS Hui Wang, Xiaolin Huang, Yipeng Liu, Sabine Van Huffel, Qun Wan
2015	—	`conf`	Classifying the auditory P300 using mobile EEG recordings without calibration phase. EMBC Rob Zink, Borbála Hunyadi, Sabine Van Huffel, Maarten De Vos
2015	J	`jnl`	Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization. CoRR Yipeng Liu, Maarten De Vos, Sabine Van Huffel
2015	J	`jnl`	Compressed Sensing of Multichannel EEG Signals: The Simultaneous Cosparsity and Low-Rank Optimization. IEEE Trans. Biomed. Eng. Yipeng Liu, Maarten De Vos, Sabine Van Huffel
2015	J	`jnl`	Corrections to "Unsupervised Nosologic Imaging for Glioma Diagnosis". IEEE Trans. Biomed. Eng. Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Anca R. Croitor Sava, Yiming Pi, Yipeng Liu, Sabine Van Huffel
2015	—	`conf`	Data-driven metric representing the maturation of preterm EEG. EMBC Ninah Koolen, Anneleen Dereymaeker, Okko Johannes Räsänen, Katrien Jansen, Jan Vervisch, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel, Sampsa Vanhatalo
2015	—	`conf`	Detection of Irregular Heartbeats Using Tensors. CinC Griet Goovaerts, Ofelie De Wel, Bert Vandenberk, Rik Willems, Sabine Van Huffel
2015	—	`conf`	ECG-Derived Respiration for Ambulatory Monitoring. CinC Carolina Varon, Sabine Van Huffel
2015	—	`conf`	Estimation of the Maximal Heart Rate to Improve Online Tonic-Clonic Seizure Detection using ECG. CinC Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Wim Van Paesschen, Bart Vanrumste, Sabine Van Huffel
2015	—	`conf`	Exploring CPD based unsupervised classification for auditory BCI with mobile EEG. NER Rob Zink, Borbála Hunyadi, Sabine Van Huffel, Maarten De Vos
2015	—	`conf`	Exploring the epileptic network with parallel ICA of interictal EEG-FMRI. EUSIPCO Borbála Hunyadi, Maarten De Vos, Wim Van Paesschen, Sabine Van Huffel
2015	—	`conf`	Improvement of an automated neonatal seizure detector using a post-processing technique. EMBC Amir Hossein Ansari, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, P. J. Cherian, Sabine Van Huffel
2015	—	`conf`	Neural Network Approach for T-wave End Detection: a Comparison of Architectures. CinC Alexander A. Suárez León, Danelia Matos Molina, Griet Goovaerts, Carlos R. Vázquez-Seisdedos, Steven Vandeput, Sabine Van Huffel
2015	—	`conf`	Online detection of tonic-clonic seizures in pediatric patients using ECG and low-complexity incremental novelty detection. EMBC Thomas De Cooman, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel
2015	—	`conf`	Single Trial Classification for Mobile BCI - A Multiway Kernel Approach. BIOSIGNALS Lieven Billiet, Borbála Hunyadi, Vladimir Matic, Sabine Van Huffel, Michel Verleysen, Maarten De Vos
2015	—	`conf`	Tensor based tumor tissue type differentiation using magnetic resonance spectroscopic imaging. EMBC Halandur Nagaraja Bharath, Diana Maria Sima, Nicolas Sauwen, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel
2015	—	`conf`	Tensor-based detection of T wave alternans using ECG. EMBC Griet Goovaerts, Bert Vandenberk, Rik Willems, Sabine Van Huffel
2015	J	`jnl`	Two-level ℓ Signal Process. Xiaolin Huang, Yipeng Liu, Lei Shi, Sabine Van Huffel, Johan A. K. Suykens
2014	J	`jnl`	Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection. IEEE J. Biomed. Health Informatics Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Stijn Luca, Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
2014	—	`conf`	Advanced EEG Processing for the Detection of Drowsiness in Drivers. BIOSIGNALS Griet Goovaerts, Ad Denissen, Milica Milosevic, Geert J. M. van Boxtel, Sabine Van Huffel
2014	J	`jnl`	An Evaluation of Cardiorespiratory and Movement Features With Respect to Sleep-Stage Classification. IEEE J. Biomed. Health Informatics Tim Willemen, Dorien Van Deun, Vincent Verhaert, Marie Vandekerckhove, Vasileios Exadaktylos, Johan Verbraecken, Sabine Van Huffel, Bart Haex, Jos Vander Sloten
2014	—	`conf`	Analysis of Non-linear Respiratory Influences on Sleep Apnea Classification. CinC Alexander Caicedo, Carolina Varon, Sabine Van Huffel
2014	—	`conf`	Assessment of Different Methodologies to Include Temporal Information in Classifying Episodes of Sleep Apnea Based on Single-Lead Electrocardiogram. CinC Tim Willemen, Carolina Varon, Bart Haex, Jos Vander Sloten, Sabine Van Huffel
2014	—	`conf`	Automatic selection of epileptic independent fMRI components. EMBC Borbála Hunyadi, Simon Tousseyn, Patrick Dupont, Sabine Van Huffel, Wim Van Paesschen, Maarten De Vos
2014	J	`jnl`	Bayesian model selection of template forward models for EEG source reconstruction. NeuroImage Gregor Strobbe, Pieter van Mierlo, Maarten De Vos, Bogdan Mijovic, Hans Hallez, Sabine Van Huffel, José David López, Stefaan Vandenberghe
2014	J	`jnl`	Block term decomposition for modelling epileptic seizures. EURASIP J. Adv. Signal Process. Borbála Hunyadi, Daan Camps, Laurent Sorber, Wim Van Paesschen, Maarten De Vos, Sabine Van Huffel, Lieven De Lathauwer
2014	—	`conf`	Characterization of the respiratory and heart beat signal from an air pressure-based ballistocardiographic setup. EMBC Tim Willemen, Dorien Van Deun, Vincent Verhaert, Sabine Van Huffel, Bart Haex, Jos Vander Sloten
2014	J	`jnl`	Detecting rare events using extreme value statistics applied to epileptic convulsions in children. Artif. Intell. Medicine Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
2014	—	`conf`	Detection of epileptic convulsions from accelerometry signals through machine learning approach. MLSP Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, 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	C	`conf`	Development of an Interhemispheric Symmetry Measurement in the Neonatal Brain. ICPRAM Ninah Koolen, Anneleen Dereymaeker, Katrien Jansen, Jan Vervisch, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, 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
2014	—	`conf`	Effect of Telehealth on Self-Care Behavior of Heart Failure Patients. CinC Carolina Varon, Morenikeji Alao, Jan Minter, Michelle Stapleton, Stuart Thomson, Siegfried Jaecques, Hans-Peter Brunner-La Rocca, Sabine Van Huffel
2014	—	`conf`	Heart Beat Detection in Multimodal Data using Signal Recognition and Beat Location Estimation. CinC Thomas De Cooman, Griet Goovaerts, Carolina Varon, Devy Widjaja, Sabine Van Huffel
2014	—	`conf`	Incorporating higher dimensionality in joint decomposition of EEG and fMRI. EUSIPCO Wout Swinnen, Borbála Hunyadi, Evrim Acar, Sabine Van Huffel, Maarten De Vos
2014	—	`conf`	Information dynamics in cardiorespiratory analyses: Application to controlled breathing. EMBC Devy Widjaja, Luca Faes, Alessandro Montalto, Ilse Van Diest, Daniele Marinazzo, Sabine Van Huffel
2014	—	`conf`	Investigating cardiac and respiratory determinants of heart rate variability in an information-theoretic framework. EMBC Luca Faes, Devy Widjaja, Sabine Van Huffel, Giandomenico Nollo
2014	J	`jnl`	Multiple sparse volumetric priors for distributed EEG source reconstruction. NeuroImage Gregor Strobbe, Pieter van Mierlo, Maarten De Vos, Bogdan Mijovic, Hans Hallez, Sabine Van Huffel, José David López, Stefaan Vandenberghe
2014	—	`conf`	Online seizure detection in adults with temporal lobe epilepsy using single-lead ECG. EUSIPCO Thomas De Cooman, Evelien Carrette, Paul Boon, Alfred Meurs, Sabine Van Huffel
2014	—	`conf`	Separating Respiratory Influences from the Tachogram: Methods and their Sensitivity to the Type of Respiratory Signal. CinC Devy Widjaja, Carolina Varon, Dries Testelmans, Bertien Buyse, Luca Faes, Sabine Van Huffel
2014	—	`conf`	Simultaneous Greedy Analysis Pursuit for compressive sensing of multi-channel ECG signals. EMBC Yurrit Avonds, Yipeng Liu, Sabine Van Huffel
2014	—	`conf`	Tensor-based Detection of T Wave Alternans in Multilead ECG Signals. CinC Griet Goovaerts, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel
2014	J	`jnl`	The dynamics of contour integration: A simultaneous EEG-fMRI study. NeuroImage Bogdan Mijovic, Maarten De Vos, Katrien Vanderperren, Bart Machilsen, Stefan Sunaert, Sabine Van Huffel, Johan Wagemans
2014	—	`conf`	Transient Behavior of Cardiorespiratory Interactions towards the Onset of Epileptic Seizures. CinC Carolina Varon, Katrien Jansen, Lieven Lagae, Luca Faes, Sabine Van Huffel
2013	J	`jnl`	A new and fast approach towards sEMG decomposition. Medical Biol. Eng. Comput. Ivan Gligorijevic, Johannes P. van Dijk, Bogdan Mijovic, Sabine Van Huffel, Joleen H. Blok, Maarten De Vos
2013	—	`conf`	Analysis of Cardio-respiratory Dynamics during Mental Stress using (Partial) Time-Frequency Spectra. CinC Devy Widjaja, Michele Orini, Elke Vlemincx, Sabine Van Huffel
2013	—	`conf`	Automatic Burst Detection based on Line Length in the Premature EEG. BIOSIGNALS Ninah Koolen, Katrien Jansen, Jan Vervisch, Vladimir Matic, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel
2013	—	`ed.`	Biomedical Engineering Systems and Technologies - 5th International Joint Conference, BIOSTEC 2012, Vilamoura, Portugal, February 1-4, 2012, Revised Selected Papers BIOSTEC (Selected Papers) Joaquim Gabriel, Jan Schier, Sabine Van Huffel, Emmanuel Conchon, Carlos Manuel B. A. Correia, Ana L. N. Fred, Hugo Gamboa
2013	J	`jnl`	Cardiorespiratory Dynamic Response to Mental Stress: A Multivariate Time-Frequency Analysis. Comput. Math. Methods Medicine Devy Widjaja, Michele Orini, Elke Vlemincx, Sabine Van Huffel
2013	—	`conf`	Classification of Structured EEG Tensors Using Nuclear Norm Regularization: Improving P300 Classification. PRNI Borbála Hunyadi, Marco Signoretto, Stefan Debener, Sabine Van Huffel, Maarten De Vos
2013	—	`conf`	Comparison of correlation analysis and JointICA for simultaneous EEG-fMRI recordings on contour integration task. EMBC Bogdan Mijovic, Bart Machilsen, Borbála Hunyadi, Maarten De Vos, Johan Wagemans, Sabine Van Huffel
2013	—	`conf`	Detection of Epileptic Seizures by Means of Morphological Changes in the ECG. CinC Carolina Varon, Katrien Jansen, Lieven Lagae, Sabine Van Huffel
2013	—	`conf`	Developing engineering-oriented educational workshops within a student branch. EUROCON Jan Verveckken, Frederik Geth, Borbála Hunyadi, Jef Beerten, Niels Leemput, Juan Van Roy, Pieter Tielens, Valentijn De Smedt, Sandro Iacovella, Ninah Koolen, Hans De Clercq, Johan Driesen, Georges G. E. Gielen, Robert Puers, Joos Vandewalle, Sabine Van Huffel, Ronnie Belmans, Geert Deconinck, Wim Dehaene
2013	C	`conf`	Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers. ICPRAM Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
2013	J	`jnl`	Multi-Structural Signal Recovery for Biomedical Compressive Sensing. CoRR Yipeng Liu, Maarten De Vos, Ivan Gligorijevic, Vladimir Matic, Yuqian Li, Sabine Van Huffel
2013	J	`jnl`	Multi-structural Signal Recovery for Biomedical Compressive Sensing. IEEE Trans. Biomed. Eng. Yipeng Liu, Maarten De Vos, Ivan Gligorijevic, Vladimir Matic, Yuqian Li, Sabine Van Huffel
2013	—	`conf`	Phase-Rectified Signal Averaging to Evaluate ANS Development in Premature Infants. BIOSIGNALS Maristella Lucchini, Devy Widjaja, Carolina Varon, Katrien Jansen, 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
2013	J	`jnl`	Risk group detection and survival function estimation for interval coded survival methods. Neurocomputing Vanya Van Belle, Patrick Neven, Vernon Harvey, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd
2013	J	`jnl`	Robust Sparse Signal Recovery for Compressed Sensing with Sampling and Dictionary Uncertainties. CoRR Yipeng Liu, Maarten De Vos, Sabine Van Huffel
2013	J	`jnl`	Simultaneous Greedy Analysis Pursuit for Compressive Sensing of Multi-Channel ECG Signals. CoRR Yurrit Avonds, Yipeng Liu, Sabine Van Huffel
2013	—	`conf`	Sleep apnea classification using least-squares support vector machines on single lead ECG. EMBC Carolina Varon, Dries Testelmans, Bertien Buyse, Johan A. K. Suykens, Sabine Van Huffel
2013	—	`conf`	Sparse reconstruction of correlated multichannel activity. EMBC Sem Peelman, Joachim van der Herten, Maarten De Vos, Wen-shin Lee, Sabine Van Huffel, Annie A. M. Cuyt
2013	—	`conf`	Stress classification by separation of respiratory modulations in heart rate variability using orthogonal subspace projection. EMBC Devy Widjaja, Elke Vlemincx, Sabine Van Huffel
2013	—	`conf`	The quest for single trial correlations in multimodal EEG-fMRI data. EMBC Maarten De Vos, Rob Zink, Borbála Hunyadi, Bogdan Mijovic, Sabine Van Huffel, Stefan Debener
2013	J	`jnl`	Unsupervised Nosologic Imaging for Glioma Diagnosis. IEEE Trans. Biomed. Eng. Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Anca R. Croitor Sava, Yiming Pi, Yipeng Liu, Sabine Van Huffel
2012	J	`jnl`	A combination of parallel factor and independent component analysis. Signal Process. Maarten De Vos, Dimitri Nion, Sabine Van Huffel, Lieven De Lathauwer
2012	J	`jnl`	A mixed effects least squares support vector machine model for classification of longitudinal data. Comput. Stat. Data Anal. Jan Luts, Geert Molenberghs, Geert Verbeke, Sabine Van Huffel, Johan A. K. Suykens
2012	J	`jnl`	Application of Kernel Principal Component Analysis for Single-Lead-ECG-Derived Respiration. IEEE Trans. Biomed. Eng. Devy Widjaja, Carolina Varon, Alexander Dorado, Johan A. K. Suykens, Sabine Van Huffel
2012	—	`conf`	Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy. EMBC Vladimir Matic, Perumpillichira J. Cherian, Katrien Jansen, Ninah Koolen, Gunnar Naulaers, Renate M. Swarte, Paul Govaert, Gerhard H. Visser, Sabine Van Huffel, Maarten De Vos
2012	—	`conf`	Automatic Video Detection of Nocturnal Epileptic Movement based on Motion Tracks. BIOSIGNALS Kris Cuppens, Bert Bonroy, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste
2012	—	`ed.`	BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, Vilamoura, Algarve, Portugal, 1-4 February, 2012. BIOSIGNALS Sabine Van Huffel, Carlos Manuel B. A. Correia, Ana L. N. Fred, Hugo Gamboa
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
2012	—	`conf`	ICA Component Selection Based on Sparse Activelet Reconstruction for fMRI Analysis in Refractory Focal Epilepsy. PRNI Borbála Hunyadi, Bogdan Mijovic, Simon Tousseyn, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel, Maarten De Vos
2012	B	`conf`	Integrating video and accelerometer signals for nocturnal epileptic seizure detection. ICMI Kris Cuppens, Chih-Wei Chen, Kevin Bing-Yung Wong, Anouk Van de Vel, Lieven Lagae, Berten Ceulemans, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste, Hamid K. Aghajan
2012	B	`conf`	Interval coded scoring systems for survival analysis. ESANN Vanya Van Belle, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd
2012	J	`jnl`	Multi-Sparse Signal Recovery for Compressive Sensing CoRR Yipeng Liu, Ivan Gligorijevic, Vladimir Matic, Maarten De Vos, Sabine Van Huffel
2012	—	`conf`	Multi-sparse signal recovery for compressive sensing. EMBC Yipeng Liu, Ivan Gligorijevic, Vladimir Matic, Maarten De Vos, Sabine Van Huffel
2012	—	`conf`	Phase-rectified Signal Averaging for the Quantification of the Influence of Prenatal Anxiety on Heart Rate Variability of Babies. BIOSIGNALS Hannelore Eykens, Devy Widjaja, Katrien Vanderperren, Joachim Taelman, Marijke A. K. A. Braeken, Renée A. Otte, Bea Van den Bergh, Sabine Van Huffel
2012	—	`conf`	Reliability of Statistical Features Describing Neural Spike Trains in the Presence of Classification Errors. BIOSIGNALS Ninah Koolen, Ivan Gligorijevic, Sabine Van Huffel
2012	—	`conf`	Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis. EMBC Carolina Varon, Dries Testelmans, Bertien Buyse, Johan A. K. Suykens, Sabine Van Huffel
2012	—	`conf`	Simulation Study of Tissue Type Differentiation using Non-negative Matrix Factorization. BIOSIGNALS Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Yiming Pi, Sabine Van Huffel
2012	J	`jnl`	The "why" and "how" of JointICA: Results from a visual detection task. NeuroImage Bogdan Mijovic, Katrien Vanderperren, Nikolay Novitskiy, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Johan Wagemans, Sabine Van Huffel, Maarten De Vos
2012	—	`conf`	Tissue Type Differentiation for Brain Glioma using Non-negative Matrix Factorization. BIOSIGNALS Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Yiming Pi, Sabine Van Huffel
2012	—	`conf`	Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video. EMBC Kris Cuppens, Chih-Wei Chen, Kevin Bing-Yung Wong, Anouk Van de Vel, Lieven Lagae, Berten Ceulemans, Tinne Tuytelaars, Sabine Van Huffel, Bart Vanrumste, Hamid K. Aghajan
2011	J	`jnl`	A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents. Knowl. Eng. Rev. Carlos Sáez, Juan Miguel García-Gómez, Javier Vicente, Salvador Tortajada, Jan Luts, David Dupplaw, Sabine Van Huffel, Montserrat Robles
2011	—	`conf`	Automated way to obtain motor units' signatures and estimate their firing patterns during voluntary contractions using HD-sEMG. EMBC Ivan Gligorijevic, Maarten De Vos, Joleen H. Blok, Bogdan Mijovic, Johannes P. van Dijk, Sabine Van Huffel
2011	—	`conf`	Automatic Seizure Detection Incorporating Structural Information. ICANN (1) Borbála Hunyadi, Maarten De Vos, Marco Signoretto, Johan A. K. Suykens, Wim Van Paesschen, Sabine Van Huffel
2011	J	`jnl`	Best Low Multilinear Rank Approximation of Higher-Order Tensors, Based on the Riemannian Trust-Region Scheme. SIAM J. Matrix Anal. Appl. Mariya Ishteva, Pierre-Antoine Absil, Sabine Van Huffel, Lieven De Lathauwer
2011	—	`conf`	Damping Factor Constraints and Metabolite Profile Selection Influence Magnetic Resonance Spectroscopy Data Quantification. BIOSIGNALS M. I. Osorio Garcia, Diana Maria Sima, Sabine Van Huffel, F. U. Nielsen, Uwe Himmelreich
2011	—	`conf`	ECG Artifact Removal from Surface EMG Signals by Combining Empirical Mode Decomposition and Independent Component Analysis. BIOSIGNALS Joachim Taelman, Bogdan Mijovic, Sabine Van Huffel, Stéphanie Devuyst, Thierry Dutoit
2011	—	`conf`	Heart Rate Variability Analysis of Children with Refractory Epilepsy before and after the Vagus Nerve Stimulation. BIOSIGNALS Milica Milosevic, Steven Vandeput, Sabine Van Huffel, Katrien Jansen, Lieven Lagae
2011	J	`jnl`	Improved performance on high-dimensional survival data by application of Survival-SVM. Bioinform. Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens
2011	—	`conf`	Improvement and Validation of an Automated Neonatal Seizure Detector. BIOSIGNALS Perumpillichira J. Cherian, W. Deburchgraeve, Vladimir Matic, Maarten De Vos, Renate M. Swarte, Joleen H. Blok, Paul Govaert, Sabine Van Huffel, Gerhard H. Visser
2011	—	`conf`	Independent component analysis as a preprocessing step for data compression of neonatal EEG. EMBC Bogdan Mijovic, Vladimir Matic, Maarten De Vos, Sabine Van Huffel
2011	J	`jnl`	Learning Transformation Models for Ranking and Survival Analysis. J. Mach. Learn. Res. Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2011	J	`jnl`	On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation. Comput. Biol. Medicine Geert J. Postma, Jan Luts, Albert J. Idema, Margarida Julià-Sapé, Àngel Moreno-Torres, Witek Gajewicz, Johan A. K. Suykens, Arend Heerschap, Sabine Van Huffel, Lutgarde M. C. Buydens
2011	J	`jnl`	Spatially constrained ICA algorithm with an application in EEG processing. Signal Process. Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel
2011	J	`jnl`	Support vector methods for survival analysis: a comparison between ranking and regression approaches. Artif. Intell. Medicine Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens
2011	J	`jnl`	The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task. NeuroImage Nikolay Novitskiy, Jennifer R. Ramautar, Katrien Vanderperren, Maarten De Vos, Maarten Mennes, Bogdan Mijovic, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel, Johan Wagemans
2011	J	`jnl`	The Total Least Squares Problem in SIAM J. Matrix Anal. Appl. Iveta Hnetynková, Martin Plesinger, Diana Maria Sima, Zdenek Strakos, Sabine Van Huffel
2011	—	`conf`	Time-frequency heart rate variability characteristics of young adults during physical, mental and combined stress in laboratory environment. EMBC Joachim Taelman, Steven Vandeput, Ivan Gligorijevic, Arthur Spaepen, Sabine Van Huffel
2010	J	`jnl`	Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy. Medical Biol. Eng. Comput. Kris Cuppens, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
2010	B	`conf`	Detection of Epileptic Seizures Using Video Data. Intelligent Environments Kris Cuppens, Bart Vanrumste, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel
2010	J	`jnl`	Erratum to: Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production. Neuroinformatics Maarten De Vos, Stéphanie Riès, Katrien Vanderperren, Bart Vanrumste, Francois-Xavier Alario, Sabine Van Huffel, Borís Burle
2010	B	`conf`	On the use of a clinical kernel in survival analysis. ESANN Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2010	J	`jnl`	Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects. NeuroImage Katrien Vanderperren, Maarten De Vos, Jennifer R. Ramautar, Nikolay Novitskiy, Maarten Mennes, Sara Assecondi, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Johan Wagemans, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel
2010	J	`jnl`	Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production. Neuroinformatics Maarten De Vos, Stéphanie Riès, Katrien Vanderperren, Bart Vanrumste, Francois-Xavier Alario, Sabine Van Huffel, Borís Burle
2010	J	`jnl`	Source Separation From Single-Channel Recordings by Combining Empirical-Mode Decomposition and Independent Component Analysis. IEEE Trans. Biomed. Eng. Bogdan Mijovic, Maarten De Vos, Ivan Gligorijevic, Joachim Taelman, Sabine Van Huffel
2009	J	`jnl`	A Geometric Newton Method for Oja's Vector Field. Neural Comput. Pierre-Antoine Absil, Mariya Ishteva, Lieven De Lathauwer, Sabine Van Huffel
2009	J	`jnl`	An application of methods for the probabilistic three-class classification of pregnancies of unknown location. Artif. Intell. Medicine Ben Van Calster, George Condous, Emma Kirk, Tom Bourne, Dirk Timmerman, Sabine Van Huffel
2009	—	`ch.`	Clinical decision support for ovarian tumor diagnosis using Bayesian models: Results from the IOTA study. Computational Intelligence and Bioengineering Ben Van Calster, Olivier Gevaert, Caroline Van Holsbeke, Bart De Moor, Sabine Van Huffel, Dirk Timmerman
2009	J	`jnl`	Differential-geometric Newton method for the best rank-( Numer. Algorithms Mariya Ishteva, Lieven De Lathauwer, Pierre-Antoine Absil, Sabine Van Huffel
2009	B	`conf`	Differentiation between brain metastases and glioblastoma multiforme based on MRI, MRS and MRSI. CBMS Jan Luts, Johan A. K. Suykens, Sabine Van Huffel, Teresa Laudadio, Sofie Van Cauter, Uwe Himmelreich, Enrique Molla, Jose Piquer, M. Carmen Martínez-Bisbal, Bernardo Celda
2009	—	`conf`	Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints. IWANN (1) Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2009	J	`jnl`	HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis. Appl. Intell. Horacio González-Vélez, Mariola Mier, Margarida Julià-Sapé, Theodoros N. Arvanitis, Juan Miguel García-Gómez, Montserrat Robles, Paul H. Lewis, Srinandan Dasmahapatra, David Dupplaw, Andrew Peet, Carles Arús, Bernardo Celda, Sabine Van Huffel, Magí Lluch i Ariet
2009	—	`conf`	MINLIP: Efficient Learning of Transformation Models. ICANN (1) Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2009	J	`jnl`	Multimodal Imaging of Human Brain Activity: Rational, Biophysical Aspects and Modes of Integration. Comput. Intell. Neurosci. Katarzyna J. Blinowska, Gernot R. Müller-Putz, Vera Kaiser, Laura Astolfi, Katrien Vanderperren, Sabine Van Huffel, Louis Lemieux
2008	C	`conf`	Algorithm for imposing SOBI-type constraints on the CP model. ISCAS Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel
2008	B	`conf`	Multi-class AUC metrics and weighted alternatives. IJCNN Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel
2008	B	`conf`	Multi-class classification of ovarian tumors. ESANN Ben Van Calster, Dirk Timmerman, Antonia C. Testa, Lil Valentin, Sabine Van Huffel
2008	B	`conf`	Survival SVM: a practical scalable algorithm. ESANN Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2008	B	`conf`	Towards a Clinical Decision Support System for Pregnancies of Unknown Location. CBMS Ben Van Calster, Sabine Van Huffel, Dirk Timmerman, Emma Kirk, Tom Bourne, George Condous
2008	J	`jnl`	Using Bayesian neural networks with ARD input selection to detect malignant ovarian masses prior to surgery. Neural Comput. Appl. Ben Van Calster, Dirk Timmerman, Ian T. Nabney, Lil Valentin, Antonia C. Testa, Caroline Van Holsbeke, Ignace Vergote, Sabine Van Huffel
2007	J	`jnl`	A New Method for Modeling Preoperative Diagnosis of Ovarian Tumors. IEEE Trans. Biomed. Eng. Viktoriya Stalbovskaya, Emmanuel C. Ifeachor, Sabine Van Huffel, Dirk Timmerman
2007	J	`jnl`	A Shift Invariance-Based Order-Selection Technique for Exponential Data Modelling. IEEE Signal Process. Lett. Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel
2007	J	`jnl`	A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection. Artif. Intell. Medicine Jan Luts, Arend Heerschap, Johan A. K. Suykens, Sabine Van Huffel
2007	J	`jnl`	Bagging Linear Sparse Bayesian Learning Models for Variable Selection in Cancer Diagnosis. IEEE Trans. Inf. Technol. Biomed. Chuan Lu, Andy Devos, Johan A. K. Suykens, Carles Arús, Sabine Van Huffel
2007	J	`jnl`	Canonical Decomposition of Ictal Scalp EEG and Accurate Source Localisation: Principles and Simulation Study. Comput. Intell. Neurosci. Maarten De Vos, Lieven De Lathauwer, Bart Vanrumste, Sabine Van Huffel, Wim Van Paesschen
2007	J	`jnl`	Canonical decomposition of ictal scalp EEG reliably detects the seizure onset zone. NeuroImage Maarten De Vos, Anneleen Vergult, Lieven De Lathauwer, Wim De Clercq, Sabine Van Huffel, Patrick Dupont, A. Palmini, Wim Van Paesschen
2007	—	`conf`	Comparing Analytical Decision Support Models Through Boolean Rule Extraction: A Case Study of Ovarian Tumour Malignancy. ISNN (2) M. S. Hane Aung, Paulo J. G. Lisboa, Terence A. Etchells, Antonia C. Testa, Ben Van Calster, Sabine Van Huffel, Lil Valentin, Dirk Timmerman
2007	—	`conf`	Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression. ICANN (2) Ben Van Calster, Jan Luts, Johan A. K. Suykens, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel
2007	J	`jnl`	Estimation in a linear multivariate measurement error model with a change point in the data. Comput. Stat. Data Anal. Alexander Kukush, Ivan Markovsky, Sabine Van Huffel
2007	Misc	`conf`	Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning. IWANN Juan Miguel García-Gómez, Salvador Tortajada, Javier Vicente, Carlos Sáez, Xavier Castells, Jan Luts, Margarida Julià-Sapé, Alfons Juan-Císcar, Sabine Van Huffel, Anna Barceló, Joaquín Ariño, Carles Arús, Montserrat Robles
2007	—	`conf`	Imposing Independence Constraints in the CP Model. ICA Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel
2007	J	`jnl`	Java-based framework for processing and displaying short-echo-time magnetic resonance spectroscopy signals. Comput. Methods Programs Biomed. B. De Neuter, Jan Luts, Leentje Vanhamme, Philippe Lemmerling, Sabine Van Huffel
2007	J	`jnl`	Level choice in truncated total least squares. Comput. Stat. Data Anal. Diana Maria Sima, Sabine Van Huffel
2007	—	`conf`	Modelling of Magnetic Resonance Spectra Using Mixtures for Binned and Truncated Data. IbPRIA (2) Juan Miguel García-Gómez, Montserrat Robles, Sabine Van Huffel, Alfons Juan-Císcar
2007	J	`jnl`	Numerical Linear Algebra in Signal Processing Applications. EURASIP J. Adv. Signal Process. Nicola Mastronardi, Gene H. Golub, Shivkumar Chandrasekaran, Marc Moonen, Paul Van Dooren, Sabine Van Huffel
2007	J	`jnl`	Overview of total least-squares methods. Signal Process. Ivan Markovsky, Sabine Van Huffel
2007	J	`jnl`	Total Least Squares and Errors-in-variables Modeling. Comput. Stat. Data Anal. Sabine Van Huffel, Chi-Lun Cheng, Nicola Mastronardi, Chris Paige, Alexander Kukush
2007	J	`jnl`	Total least squares and errors-in-variables modeling. Signal Process. Sabine Van Huffel, Ivan Markovsky, Richard J. Vaccaro, Torsten Söderström
2006	J	`jnl`	A class of template splines. Comput. Stat. Data Anal. Diana Maria Sima, Sabine Van Huffel
2006	J	`jnl`	Block-row Hankel weighted low rank approximation. Numer. Linear Algebra Appl. M. Schuermans, Philippe Lemmerling, Sabine Van Huffel
2006	J	`jnl`	Canonical Correlation Analysis Applied to Remove Muscle Artifacts From the Electroencephalogram. IEEE Trans. Biomed. Eng. Wim De Clercq, Anneleen Vergult, Bart Vanrumste, Wim Van Paesschen, Sabine Van Huffel
2006	—	`conf`	Classifying ovarian tumors using Bayesian Multi-Layer Perceptrons and Automatic Relevance Determination: A multi-center study. EMBC Ben Van Calster, Dirk Timmerman, Ian T. Nabney, Lil Valentin, Caroline Van Holsbeke, Sabine Van Huffel
2006	J	`jnl`	Common pole estimation in multi-channel exponential data modeling. Signal Process. Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel
2006	—	`conf`	Frequency-selective quantification of short-echo time Magnetic Resonance spectra. EMBC Jean-Baptiste Poullet, Diana Maria Sima, Sabine Van Huffel
2006	—	`conf`	Model order selection for quantification of a multi-exponential magnetic resonance spectrum. EMBC Andy Devos, Niki Bergans, Tom Dresselaers, Jos De Brabanter, Diana Maria Sima, Leentje Vanhamme, Florent Vanstapel, Paul Van Hecke, Sabine Van Huffel
2006	—	`conf`	Muscle and eye movement artifact removal prior to EEG source localization. EMBC Hans Hallez, Anneleen Vergult, Ronald Phlypo, Peter Van Hese, Wim De Clercq, Yves D'Asseler, Rik Van de Walle, Bart Vanrumste, Wim Van Paesschen, Sabine Van Huffel, Ignace Lemahieu
2006	—	`conf`	On the Design of a Web-Based Decision Support System for Brain Tumour Diagnosis Using Distributed Agents. IAT Workshops Carles Arús, Bernardo Celda, Srinandan Dasmahapatra, David Dupplaw, Horacio González-Vélez, Sabine Van Huffel, Paul H. Lewis, Magí Lluch i Ariet, Mariola Mier, Andrew Peet, Montserrat Robles
2006	J	`jnl`	The element-wise weighted total least-squares problem. Comput. Stat. Data Anal. Ivan Markovsky, Maria Luisa Rastello, Amedeo Premoli, Alexander Kukush, Sabine Van Huffel
2006	J	`jnl`	The use of total least squares data fitting in the shape-from-moments problem. Signal Process. M. Schuermans, Philippe Lemmerling, Lieven De Lathauwer, Sabine Van Huffel
2005	J	`jnl`	Application of structured total least squares for system identification and model reduction. IEEE Trans. Autom. Control. Ivan Markovsky, Jan C. Willems, Sabine Van Huffel, Bart De Moor, Rik Pintelon
2005	J	`jnl`	Block-Toeplitz/Hankel Structured Total Least Squares. SIAM J. Matrix Anal. Appl. Ivan Markovsky, Sabine Van Huffel, Rik Pintelon
2005	J	`jnl`	Exponential data fitting using multilinear algebra: the single-channel and multi-channel case. Numer. Linear Algebra Appl. Jean-Michel Papy, Lieven De Lathauwer, Sabine Van Huffel
2005	J	`jnl`	Fast regularized structured total least squares algorithm for solving the basic deconvolution problem. Numer. Linear Algebra Appl. Nicola Mastronardi, Philippe Lemmerling, Sabine Van Huffel
2005	J	`jnl`	Modeling common dynamics in multichannel signals with applications to artifact and background removal in EEG recordings. IEEE Trans. Biomed. Eng. Wim De Clercq, Bart Vanrumste, Jean-Michel Papy, Wim Van Paesschen, Sabine Van Huffel
2005	J	`jnl`	Numerical linear algebra and its applications. Numer. Linear Algebra Appl. Nicola Mastronardi, Sabine Van Huffel
2005	—	`conf`	On Weighted Structured Total Least Squares. LSSC Ivan Markovsky, Sabine Van Huffel
2005	J	`jnl`	Perceptual audio modeling with exponentially damped sinusoids. Signal Process. Kris Hermus, Werner Verhelst, Philippe Lemmerling, Patrick Wambacq, Sabine Van Huffel
2005	—	`conf`	Software for Approximate Linear System Identification. CDC/ECC Ivan Markovsky, Jan C. Willems, Sabine Van Huffel, Bart De Moor
2004	—	`conf`	Application of structured total least squares for system identification. CDC Ivan Markovsky, Jan C. Willems, Sabine Van Huffel, Bart De Moor, Rik Pintelon
2004	J	`jnl`	Brain tumor classification based on long echo proton MRS signals. Artif. Intell. Medicine Lukas Lukas, Andy Devos, Johan A. K. Suykens, Leentje Vanhamme, Franklyn A. Howe, Carles Majós, Àngel Moreno-Torres, M. Van Der Graaf, Anne Rosemary Tate, Carles Arús, Sabine Van Huffel
2004	J	`jnl`	Consistent estimation in an implicit quadratic measurement error model. Comput. Stat. Data Anal. Alexander Kukush, Ivan Markovsky, Sabine Van Huffel
2004	J	`jnl`	Consistent least squares fitting of ellipsoids. Numerische Mathematik Ivan Markovsky, Alexander Kukush, Sabine Van Huffel
2004	J	`jnl`	On the computation of the multivariate structured total least squares estimator. Numer. Linear Algebra Appl. Ivan Markovsky, Sabine Van Huffel, Alexander Kukush
2004	J	`jnl`	Structured weighted low rank approximation. Numer. Linear Algebra Appl. M. Schuermans, Philippe Lemmerling, Sabine Van Huffel
2004	J	`jnl`	Using prior knowledge in SVD-based parameter estimation for magnetic resonance spectroscopy-the ATP example. IEEE Trans. Biomed. Eng. Petre Stoica, Yngve Selén, Niclas Sandgren, Sabine Van Huffel
2003	B	`conf`	A novel neural approach to inverse problems with discontinuities (the GMR neural network). IJCNN Giansalvo Cirrincione, Chuan Lu, Maurizio Cirrincione, Sabine Van Huffel
2003	B	`conf`	Classification of Ovarian Tumors Using Bayesian Least Squares Support Vector Machines. AIME Chuan Lu, Tony Van Gestel, Johan A. K. Suykens, Sabine Van Huffel, Dirk Timmerman, Ignace Vergote
2003	J	`jnl`	Decimative subspace-based parameter estimation techniques. Signal Process. Geert Morren, Philippe Lemmerling, Sabine Van Huffel
2003	J	`jnl`	Preoperative prediction of malignancy of ovarian tumors using least squares support vector machines. Artif. Intell. Medicine Chuan Lu, Tony Van Gestel, Johan A. K. Suykens, Sabine Van Huffel, Ignace Vergote, Dirk Timmerman
2003	—	`conf`	Using prior knowledge in SVD-based NMR spectroscopy - the ATP example. ISSPA (2) Yngve Selén, Petre Stoica, Niclas Sandgren, Sabine Van Huffel
2002	J	`jnl`	Consistent fundamental matrix estimation in a quadratic measurement error model arising in motion analysis. Comput. Stat. Data Anal. Alexander Kukush, Ivan Markovsky, Sabine Van Huffel
2002	B	`conf`	Prediction of mental development of preterm newborns at birth time using LS-SVM. ESANN Lieveke Ameye, Chuan Lu, Lukas Lukas, Jos De Brabanter, Johan A. K. Suykens, Sabine Van Huffel, Hans Daniels, Gunnar Naulaers, Hugo Devlieger
2002	J	`jnl`	The MCA EXIN neuron for the minor component analysis. IEEE Trans. Neural Networks Giansalvo Cirrincione, Maurizio Cirrincione, Jeanny Hérault, Sabine Van Huffel
2002	J	`jnl`	The structured total least-squares approach for non-linearly structured matrices. Numer. Linear Algebra Appl. Philippe Lemmerling, Sabine Van Huffel, Bart De Moor
2002	B	`conf`	The use of LS-SVM in the classification of brain tumors based on Magnetic Resonance Spectroscopy signals. ESANN Lukas Lukas, Andy Devos, Johan A. K. Suykens, Leentje Vanhamme, Sabine Van Huffel, Anne Rosemary Tate, Carles Majós, Carles Arús
2001	J	`jnl`	Analysis of the Structured Total Least Squares Problem for Hankel/Toeplitz Matrices. Numer. Algorithms Philippe Lemmerling, Sabine Van Huffel
2001	J	`jnl`	Fast and stable two-way algorithm for diagonal plus semi-separable systems of linear equations. Numer. Linear Algebra Appl. Nicola Mastronardi, Shivkumar Chandrasekaran, Sabine Van Huffel
2001	J	`jnl`	IQML-like algorithms for solving structured total least squares problems: a unified view. Signal Process. Philippe Lemmerling, Leentje Vanhamme, Sabine Van Huffel, Bart De Moor
2001	—	`conf`	Performance investigation of SLICOT system identification toolbox. ECC Vasile Sima, Sabine Van Huffel
2000	B	`conf`	Bayesian Networks in Ovarian Cancer Diagnosis: Potentials and Limitations. CBMS Peter Antal, Herman Verrelst, Dirk Timmerman, Sabine Van Huffel, Bart De Moor, Ignace Vergote
2000	J	`jnl`	Fast Structured Total Least Squares Algorithm for Solving the Basic Deconvolution Problem. SIAM J. Matrix Anal. Appl. Nicola Mastronardi, Philippe Lemmerling, Sabine Van Huffel
2000	J	`jnl`	Fast algorithm for solving the Hankel/Toeplitz Structured Total Least Squares problem. Numer. Algorithms Philippe Lemmerling, Nicola Mastronardi, Sabine Van Huffel
2000	—	`conf`	On the Stability of the Generalized Schur Algorithm. NAA Nicola Mastronardi, Paul Van Dooren, Sabine Van Huffel
2000	—	`conf`	The GeTLS EXIN Neuron for Linear Regression. IJCNN (6) Giansalvo Cirrincione, Sabine Van Huffel, Maurizio Cirrincione
1999	—	`conf`	Comparative study between three subspace identification algorithms. ECC Wouter Favoreel, Sabine Van Huffel, Bart De Moor, Vasile Sima, Michel Verhaegen
1998	Misc	`conf`	Speech compression based on exact modeling and structured total least norm optimization. ICASSP Philippe Lemmerling, Ioannis Dologlou, Sabine Van Huffel
1997	J	`jnl`	Improved methods for exponential parameter estimation in the presence of known poles and noise. IEEE Trans. Signal Process. Hua Chen, Sabine Van Huffel, Joos Vandewalle
1997	J	`jnl`	Improved signal enhancement procedures applied to exponential data modeling. IEEE Trans. Signal Process. Ioannis Dologlou, Sabine Van Huffel, Dirk van Ormondt
1997	J	`jnl`	Subspace-based parameter estimation of exponentially damped sinusoids using prior knowledge of frequency and phase. Signal Process. Hua Chen, Sabine Van Huffel, Ad van den Boom, Paul van den Bosch
1996	—	`conf`	Application of the structured total least norm technique in spectral estimation. EUSIPCO Hua Chen, Sabine Van Huffel, Dirk van Ormondt
1996	J	`jnl`	Bandpass prefiltering for exponential data fitting with known frequency region of interest. Signal Process. Hua Chen, Sabine Van Huffel, Joos Vandewalle
1996	J	`jnl`	Comment on "Estimating the parameters of exponentially damped/undamped sinusoids in noise: A non-iterative approach, by Debasis Kundu and Amit Mitra". Signal Process. Sabine Van Huffel
1996	—	`conf`	Fast and accurate parameter estimation of noisy complex exponentials with use of prior knowledge. EUSIPCO Leentje Vanhamme, Aad van den Boogaart, Sabine Van Huffel
1996	J	`jnl`	Formulation and solution of structured total least norm problems for parameter estimation. IEEE Trans. Signal Process. Sabine Van Huffel, Haesun Park, J. Ben Rosen
1996	J	`jnl`	On the equivalence of constrained total least squares and structured total least squares. IEEE Trans. Signal Process. Philippe Lemmerling, Bart De Moor, Sabine Van Huffel
1996	Misc	`conf`	State-space based approximation methods for the harmonic retrieval problem in the presence of known signal poles. ICASSP Hua Chen, Sabine Van Huffel, Joos Vandewalle
1996	—	`conf`	Structured total least squares methods in signal processing. EUSIPCO Philippe Lemmerling, Sabine Van Huffel, Bart De Moor
1995	J	`jnl`	Efficient reduction algorithms for bordered band matrices. Numer. Linear Algebra Appl. Sabine Van Huffel, Haesun Park
1994	—	`conf`	Fast algorithms for exponential data modeling. ICASSP (4) Haesun Park, Sabine Van Huffel, Lars Eldén
1994	J	`jnl`	Parallel Tri- and Bi-Diagonalization of Bordered Bidiagonal Matrices. Parallel Comput. Sabine Van Huffel, Haesun Park
1993	—	`ch.`	10 The total least squares problem. Computational Statistics Sabine Van Huffel, Hongyuan Zha
1993	J	`jnl`	An efficient Total Least Squares algorithm based on a rank-revealing two-sided orthogonal decomposition. Numer. Algorithms Sabine Van Huffel, Hongyuan Zha
1993	J	`jnl`	Enhanced resolution based on minimum variance estimation and exponential data modeling. Signal Process. Sabine Van Huffel
1992	J	`jnl`	On SVD-based and TLS-based high-order Yule-Walker methods of frequency estimation. Signal Process. Petre Stoica, Torsten Söderström, Sabine Van Huffel
1992	J	`jnl`	On the Significance of Nongeneric Total Least Squares Problems. SIAM J. Matrix Anal. Appl. Sabine Van Huffel
1991	—	`book`	Total least squares problem - computational aspects and analysis. Sabine Van Huffel, Joos Vandewalle
1989	J	`jnl`	On the accuracy of total least squares and least squares techniques in the presence of errors on all data. Autom. Sabine Van Huffel, Joos Vandewalle