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ORCIDSabine Van Huffel
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- affiliation: Catholic University of Leuven, Belgium
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2020 – today
- 2021
[j138]Caoyuan Li
, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Kerrie L. Mengersen:
Kernelized Sparse Bayesian Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 32(1): 391-404 (2021)- 2020
- [j137]Hélène De Cannière, Federico Corradi, Christophe Smeets, Melanie Schoutteten, Carolina Varon, Chris Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter M. Vandervoort:
Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation. Sensors 20(12): 3601 (2020) - [j136]Margot Deviaene, Pascal Borzee, Merel van Gilst, Johannes P. van Dijk, Sebastiaan Overeem, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers. IEEE Trans. Biomed. Eng. 67(10): 2839-2848 (2020) - [j135]Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel:
Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data. IEEE J. Biomed. Health Informatics 24(4): 1137-1148 (2020) - [j134]Caoyuan Li, Hong-Bo Xie, Kerrie L. Mengersen, Xuhui Fan, Richard Yi Da Xu, Scott A. Sisson, Sabine Van Huffel:
Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures. IEEE Trans. Signal Process. 68: 3860-3870 (2020) - [i7]Simon Van Eyndhoven, Patrick Dupont, Simon Tousseyn, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi:
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data. CoRR abs/2004.14185 (2020) - [i6]Christos Chatzichristos, Eleftherios Kofidis, Lieven De Lathauwer, Sergios Theodoridis, Sabine Van Huffel:
Early soft and flexible fusion of EEG and fMRI via tensor decompositions. CoRR abs/2005.07134 (2020)
2010 – 2019
- 2019
- [j133]Yissel Rodriguez Aldana, Enrique Juan Marañón Reyes, Frank Sanabria-Macias, Valia Rodriguez Rodriguez, Lilia Morales Chacón, Sabine Van Huffel, Borbála Hunyadi:
Nonconvulsive epileptic seizure monitoring with incremental learning. Comput. Biol. Medicine 114 (2019) - [j132]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:
Artefact detection and quality assessment of ambulatory ECG signals. Comput. Methods Programs Biomed. 182 (2019) - [j131]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): 936 (2019) - [j130]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): 1850011:1-1850011:20 (2019) - [j129]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:
Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a 1H-MRS study. NeuroImage 202 (2019) - [j128]Jonathan Moeyersons, Matthew Amoni, Sabine Van Huffel, Rik Willems, Carolina Varon:
R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks. PeerJ Comput. Sci. 5: e226 (2019) - [j127]Dorien Huysmans, Pascal Borzee, Dries Testelmans, Bertien Buyse, Tim Willemen, Sabine Van Huffel, Carolina Varon:
Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring. Sensors 19(9): 2133 (2019) - [j126]Halandur Nagaraja Bharath, Otto Debals, Diana Maria Sima, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel:
Tensor-Based Method for Residual Water Suppression in $^1$H Magnetic Resonance Spectroscopic Imaging. IEEE Trans. Biomed. Eng. 66(2): 584-594 (2019) - [j125]Caoyuan Li, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Scott A. Sisson, Kerrie L. Mengersen:
Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein's Unbiased Risk Estimator. IEEE Trans. Image Process. 28(10): 4899-4911 (2019) - [j124]Margot Deviaene, Dries Testelmans, Bertien Buyse, Pascal Borzee, Sabine Van Huffel, Carolina Varon:
Automatic Screening of Sleep Apnea Patients Based on the SpO2 Signal. IEEE J. Biomed. Health Informatics 23(2): 607-617 (2019) - [j123]Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel:
Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis. IEEE J. Biomed. Health Informatics 23(2): 660-671 (2019) - [j122]Griet Goovaerts, Sibasankar Padhy, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel:
A Machine-Learning Approach for Detection and Quantification of QRS Fragmentation. IEEE J. Biomed. Health Informatics 23(5): 1980-1989 (2019) - [j121]Carolina Varon, Jesús Lázaro, Juan Bolea, Alberto Hernando, Jordi Aguiló, Eduardo Gil, Sabine Van Huffel, Raquel Bailón:
Unconstrained Estimation of HRV Indices After Removing Respiratory Influences From Heart Rate. IEEE J. Biomed. Health Informatics 23(6): 2386-2397 (2019) - [c156]Nick Seeuws, Amir Hossein Ansari, Sabine Van Huffel, Gunnar Naulaers:
Unsupervised Deep Feature Extraction for Neonatal Sleep Stage Classification. BNAIC/BENELEARN 2019 - [c155]Hélène De Cannière, John Morales, Carolina Varon, Christophe Smeets, Melanie Schoutteten, Chris Van Hoof, Willemijn Groenendaal, Sabine Van Huffel, Pieter M. Vandervoort:
The Progression of Heart Rate Variability Parameters Throughout Cardiac Rehabilitation. CinC 2019: 1-4 - [c154]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:
Data Quality Assessment of Capacitively-Coupled ECG Signals. CinC 2019: 1-4 - [c153]Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Pulse Oximetry Markers for Cardiovascular Disease in Sleep Apnea. CinC 2019: 1-4 - [c152]John F. Morales, Juan Bolea, Sabine Van Huffel, Raquel Bailón, Carolina Varon:
Effect of the Heart Rate Variability Representations on the Quantification of the Cardiorespiratory Interactions During Autonomic Nervous System Blockade. CinC 2019: 1-4 - [c151]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: 660-663 - [c150]John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Rik Willems, Michele Orini, Sabine Van Huffel, Raquel Bailón, Carolina Varon:
Evaluation of Methods to Characterize the Change of the Respiratory Sinus Arrhythmia with Age in Sleep Apnea Patients. EMBC 2019: 1588-1591 - [c149]Margot Deviaene, Dries Testelmans, Pascal Borzee, Bertien Buyse, Sabine Van Huffel, Carolina Varon:
Feature Selection Algorithm based on Random Forest applied to Sleep Apnea Detection. EMBC 2019: 2580-2583 - [c148]Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel:
Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis. EMBC 2019: 3879-3883 - [c147]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: 6000-6003 - [c146]Amalia Villa Gómez, Margot Deviaene, Rik Willems, Sabine Van Huffel, Carolina Varon:
Are we training our heartbeat classification algorithms properly? EMBC 2019: 6363-6366 - [c145]Simon Van Eyndhoven, Nico Vervliet, Lieven De Lathauwer, Sabine Van Huffel:
Identifying Stable Components of Matrix /Tensor Factorizations via Low-Rank Approximation of Inter-Factorization Similarity. EUSIPCO 2019: 1-5 - [c144]Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel:
Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach. GlobalSIP 2019: 1-5 - 2018
- [j120]Alexander A. Suárez León, Carolina Varon, Rik Willems, Sabine Van Huffel, Carlos R. Vázquez-Seisdedos:
T-wave end detection using neural networks and Support Vector Machines. Comput. Biol. Medicine 96: 116-127 (2018) - [j119]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: 6504039:1-6504039:15 (2018) - [j118]Lieven Billiet, Thijs Willem Swinnen, Kurt de Vlam, René Westhovens, Sabine Van Huffel:
Recognition of Physical Activities from a Single Arm-Worn Accelerometer: A Multiway Approach. Informatics 5(2): 20 (2018) - [j117]Lieven Billiet, Sabine Van Huffel, Vanya Van Belle:
Interval Coded Scoring: a toolbox for interpretable scoring systems. PeerJ Comput. Sci. 4: e150 (2018) - [j116]Ying Gu, Evy Cleeren, Jonathan Dan, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi:
Comparison between Scalp EEG and Behind-the-Ear EEG for Development of a Wearable Seizure Detection System for Patients with Focal Epilepsy. Sensors 18(1): 29 (2018) - [j115]Ivan D. Castro, Carolina Varon, Tom Torfs, Sabine Van Huffel, Robert Puers, Chris Van Hoof:
Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring. Sensors 18(2): 577 (2018) - [j114]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:
Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data. IEEE J. Biomed. Health Informatics 22(4): 1114-1123 (2018) - [c143]Simon Geirnaert, Griet Goovaerts, Sibasankar Padhy, Martijn Bousse, Lieven De Lathauwer, Sabine Van Huffel:
Tensor-basedECG Signal Processing Applied to Atrial Fibrillation Detection. ACSSC 2018: 799-805 - [c142]Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel:
Comparison and combination of electrocardiogram, electromyogram and accelerometry for tonic-clonic seizure detection in children. BHI 2018: 438-441 - [c141]Kaat Vandecasteele, Jesús Lázaro, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi:
Artifact Detection of Wrist Photoplethysmograph Signals. BIOSIGNALS 2018: 182-189 - [c140]Thomas De Cooman, Carolina Varon, Wim Van Paesschen, Sabine Van Huffel:
Supervised Transfer Learning for Personalized Heart Rate Based Epileptic Seizure Detection. CinC 2018: 1-4 - [c139]Margot Deviaene, Jesús Lázaro, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon:
Sleep Apnea Detection Using Pulse Photoplethysmography. CinC 2018: 1-4 - [c138]Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon:
Variational Mode Decomposition Features for Heartbeat Classification. CinC 2018: 1-4 - [c137]Griet Goovaerts, Sibasankar Padhy, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel:
Risk Assessment of All-Cause Mortality in Patients with an Implantable Cardioverter Defibrillator Using a Novel QRS Fragmentation Score. CinC 2018: 1-4 - [c136]Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Unsupervised Artefact Detection and Screening Using Emfit Sensor in Patients With Sleep Apnea. CinC 2018: 1-4 - [c135]Jonathan Moeyersons, Matthew Amoni, Bert Vandenberk, Carolina Varon, Karin Sipido, Sabine Van Huffel, Rik Willems:
Temporal Beat-to-Beat Variability of Repolarization Changes Predict Non-Sustained Ventricular Tachycardia in Ischemic Heart Disease Patients. CinC 2018: 1-4 - [c134]Jonathan Moeyersons, Dries Testelmans, Bertien Buyse, Rik Willems, Sabine Van Huffel, Carolina Varon:
Evaluation of a Continuous ECG Quality Indicator Based on the Autocorrelation Function. CinC 2018: 1-4 - [c133]John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Raquel Bailón, Rik Willems, Sabine Van Huffel, Carolina Varon:
Respiratory Sinus Arrhythmia in Apnea Patients With Apnea Associated Comorbidities. CinC 2018: 1-4 - [c132]Carolina Varon, Margot Deviaene, Dries Hendrikx, Sara Van de Putte, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
The Cardiorespiratory Graph in Sleep Apnea and Associated Comorbidities. CinC 2018: 1-4 - [c131]Simon Van Eyndhoven, Martijn Bousse, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel:
Single-channel EEG Classification by Multi-channel Tensor subspace Learning and Regression. MLSP 2018: 1-6 - 2017
- [j113]Nicolas Sauwen, Marjan Acou, Diana Maria Sima, Jelle Veraart, Frederik Maes, Uwe Himmelreich, Eric Achten, Sabine Van Huffel:
Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization. BMC Medical Imaging 17(1): 29:1-29:14 (2017) - [j112]Yuqian Li, Xin Liu, Feng Wei, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Yiming Pi, Guang Hu, Yi Yao, Sabine Van Huffel:
An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation. Comput. Biol. Medicine 81: 121-129 (2017) - [j111]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: 9078541:1-9078541:13 (2017) - [j110]Ofelie De Wel, Mario Lavanga, Alexander Caicedo Dorado, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel:
Complexity Analysis of Neonatal EEG Using Multiscale Entropy: Applications in Brain Maturation and Sleep Stage Classification. Entropy 19(10): 516 (2017) - [j109]Anneleen Dereymaeker, Kirubin Pillay, Jan Vervisch, Sabine Van Huffel, Gunnar Naulaers, Katrien Jansen, Maarten De Vos:
An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation. Int. J. Neural Syst. 27(6): 1750023:1-1750023:18 (2017) - [j108]Thomas De Cooman, Carolina Varon, Borbála Hunyadi, Wim Van Paesschen, Lieven Lagae, Sabine Van Huffel:
Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG. Int. J. Neural Syst. 27(7): 1750022:1-1750022:17 (2017) - [j107]Milica Milosevic, Anouk Van de Vel, Kris Cuppens, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel:
Feature selection methods for accelerometry-based seizure detection in children. Medical Biol. Eng. Comput. 55(1): 151-165 (2017) - [j106]Kaat Vandecasteele, Thomas De Cooman, Ying Gu, Evy Cleeren, Kasper Claes, Wim Van Paesschen, Sabine Van Huffel, Borbála Hunyadi:
Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment. Sensors 17(10): 2338 (2017) - [j105]Halandur Nagaraja Bharath, Diana Maria Sima, Nicolas Sauwen, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel:
Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas. IEEE J. Biomed. Health Informatics 21(4): 1124-1132 (2017) - [j104]Claudio Stamile, Gabriel Kocevar, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel:
Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles. IEEE J. Biomed. Health Informatics 21(5): 1393-1402 (2017) - [j103]Borbála Hunyadi, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel:
Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data. Wiley Interdiscip. Rev. Data Min. Knowl. Discov. 7(1) (2017) - [c130]Jonathan Moeyersons, Griet Goovaerts, Suzy Huijghebaert, Bert Vandenberk, Rik Willems, Sabine Van Huffel:
Automated T Wave End Detection Methods - Comparison of Four Different Methods for T Wave End Detection. BIOSIGNALS 2017: 92-98 - [c129]John F. Morales, Carolina Varon, Margot Deviaene, Pascal Borzee, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Sleep Apnea Hypopnea Syndrome classification in SpO2 signals using wavelet decomposition and phase space reconstruction. BSN 2017: 43-46 - [c128]Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Francesco Calimeri, Sabine Van Huffel:
A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT). CEC 2017: 681-687 - [c127]Jesús Lázaro, Eduardo Gil, Margot Deviaene, Raquel Bailón, Dries Testelmans, Bertien Buyse, Carolina Varon, Sabine Van Huffel:
Pulse Photoplethysmography Derived Respiration for Obstructive Sleep Apnea Detection. CinC 2017 - [c126]Thomas De Cooman, Carolina Varon, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel:
Semi-Supervised One-Class Transfer Learning for Heart Rate Based Epileptic Seizure Detection. CinC 2017 - [c125]Margot Deviaene, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Assessing Cardiovascular Comorbidities in Sleep Apnea Patients Using SpO2. CinC 2017 - [c124]Griet Goovaerts, Sabine Van Huffel, Xiao Hu:
Tensor-based Analysis of ECG Changes Prior to In-Hospital Cardiac Arrest. CinC 2017 - [c123]Alexander A. Suárez León, Griet Goovaerts, Carolina Varon, Carlos R. Vázquez-Seisdedos, Sabine Van Huffel:
Irregular Heart Beat Detection Using Sequentially Truncated Multi-Linear Singular Value Decomposition. CinC 2017 - [c122]Jonathan Moeyersons, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
ECG Artefact Detection Using Ensemble Decision Trees. CinC 2017 - [c121]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 - [c120]Martijn Bousse, Griet Goovaerts, Nico Vervliet, Otto Debals, Sabine Van Huffel, Lieven De Lathauwer:
Irregular heartbeat classification using Kronecker Product Equations. EMBC 2017: 438-441 - [c119]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: 2010-2013 - [c118]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: 2810-2813 - [c117]Adrian Ion-Margineanu, Sofie Van Cauter, Diana Maria Sima, Frederik Maes, Stefan Sunaert, Uwe Himmelreich, Sabine Van Huffel:
Comparison of manual and semi-manual delineations for classifying glioblastoma multiforme patients based on histogram and texture MRI features. ESANN 2017 - [c116]Simon Van Eyndhoven, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel:
Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization. EUSIPCO 2017: 26-30 - [c115]Yissel Rodriguez Aldana, Borbála Hunyadi, Enrique Juan Marañón Reyes, Valia Rodriguez Rodriguez, Sabine Van Huffel:
Nonconvulsive epileptic seizures detection using multiway data analysis. EUSIPCO 2017: 2344-2348 - [c114]Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier:
A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations. ICANN (2) 2017: 643-651 - [c113]Lieven Billiet, Sabine Van Huffel, Vanya Van Belle:
Interval Coded Scoring extensions for larger problems. ISCC 2017: 198-203 - [c112]Halandur Nagaraja Bharath, S. Colleman, Diana Maria Sima, Sabine Van Huffel:
Tumor Segmentation from Multimodal MRI Using Random Forest with Superpixel and Tensor Based Feature Extraction. BrainLes@MICCAI 2017: 463-473 - 2016
- [j102]Hui Wang, Sabine Van Huffel, Guan Gui, Qun Wan:
One-bit Matrix Compressed Sensing Algorithm for Sparse Matrix Recovery. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 99-A(2): 647-650 (2016) - [j101]Lieven Billiet, Thijs Willem Swinnen, René Westhovens, Kurt de Vlam, Sabine Van Huffel:
Accelerometry-Based Activity Recognition and Assessment in Rheumatic and Musculoskeletal Diseases. Sensors 16(12): 2151 (2016) - [j100]Vladimir Matic, Perumpillichira J. Cherian, Katrien Jansen, Ninah Koolen, Gunnar Naulaers, Renate M. Swarte, Paul Govaert, Sabine Van Huffel, Maarten De Vos:
Improving Reliability of Monitoring Background EEG Dynamics in Asphyxiated Infants. IEEE Trans. Biomed. Eng. 63(5): 973-983 (2016) - [j99]Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel:
Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients. IEEE J. Biomed. Health Informatics 20(5): 1333-1341 (2016) - [c111]Griet Goovaerts, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel:
Phase-Rectified Signal Averaging for Automatic Detection of QRS Fragmentation. CinC 2016 - [c110]Alexander A. Suárez León, Griet Goovaerts, Carlos R. Vázquez-Seisdedos, Sabine Van Huffel:
Irregular Heartbeats Detection Using Tensors and Support Vector Machines. CinC 2016 - [c109]Carolina Varon, Luca Faes, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Information Transfer Between Respiration and Heart Rate During Sleep Apnea. CinC 2016 - [c108]Nicolas Sauwen, Marjan Acou, Halandur Nagaraja Bharath, Diana Maria Sima, Jelle Veraart, Frederik Maes, Uwe Himmelreich, Eric Achten, Sabine Van Huffel:
Initializing nonnegative matrix factorization using the successive projection algorithm for multi-parametric medical image segmentation. ESANN 2016 - [c107]Borbála Hunyadi, Wim Van Paesschen, Maarten De Vos, Sabine Van Huffel:
Fusion of electroencephalography and functional magnetic resonance imaging to explore epileptic network activity. EUSIPCO 2016: 240-244 - [c106]Halandur Nagaraja Bharath, Nicolas Sauwen, Diana Maria Sima, Uwe Himmelreich, Lieven De Lathauwer, Sabine Van Huffel:
Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas. EUSIPCO 2016: 547-551 - [c105]Claudio Stamile, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel:
White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization. ICIAR 2016: 650-657 - [c104]Lieven Billiet, Sabine Van Huffel, Vanya Van Belle:
Interval Coded Scoring Index with Interaction Effects - A Sensitivity Study. ICPRAM 2016: 33-40 - [c103]Saurabh Jain, Diana Maria Sima, F. Sanaei Nezhad, S. Williams, Sabine Van Huffel, Frederik Maes, Dirk Smeets:
Patch based super-resolution of MR spectroscopic images. ISBI 2016: 452-456 - [c102]Lieven Billiet, Thijs Willem Swinnen, René Westhovens, Kurt de Vlam, Sabine Van Huffel:
Activity recognition for physical therapy: fusing signal processing features and movement patterns. iWOAR 2016: 5:1-5:6 - [c101]Saurabh Jain, Annemie Ribbens, Diana Maria Sima, Sabine Van Huffel, Frederik Maes, Dirk Smeets:
Unsupervised Framework for Consistent Longitudinal MS Lesion Segmentation. MCV/BAMBI@MICCAI 2016: 208-219 - [c100]Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel:
Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization. SITIS 2016: 55-61 - [c99]Nicolas Sauwen, Diana Maria Sima, Marjan Acou, Eric Achten, Frederik Maes, Uwe Himmelreich, Sabine Van Huffel:
A Semi-Automated Segmentation Framework for MRI Based Brain Tumor Segmentation Using Regularized Nonnegative Matrix Factorization. SITIS 2016: 88-95 - 2015
- [j98]K. Van Hoorde, Sabine Van Huffel, Dirk Timmerman, Tom Bourne, Ben Van Calster:
A spline-based tool to assess and visualize the calibration of multiclass risk predictions. J. Biomed. Informatics 54: 283-293 (2015) - [j97]Borbála Hunyadi, Simon Tousseyn, Patrick Dupont, Sabine Van Huffel, Maarten De Vos, Wim Van Paesschen:
A prospective fMRI-based technique for localising the epileptogenic zone in presurgical evaluation of epilepsy. NeuroImage 113: 329-339 (2015) - [j96]Xiaolin Huang, Yipeng Liu, Lei Shi, Sabine Van Huffel, Johan A. K. Suykens:
Two-level ℓ1 minimization for compressed sensing. Signal Process. 108: 459-475 (2015) - [j95]Yipeng Liu, Maarten De Vos, Sabine Van Huffel:
Compressed Sensing of Multichannel EEG Signals: The Simultaneous Cosparsity and Low-Rank Optimization. IEEE Trans. Biomed. Eng. 62(8): 2055-2061 (2015) - [j94]Yuqian Li, Diana Maria Sima, Sofie Van Cauter, Uwe Himmelreich, Anca R. Croitor Sava, Yiming Pi, Yipeng Liu, Sabine Van Huffel:
Corrections to "Unsupervised Nosologic Imaging for Glioma Diagnosis". IEEE Trans. Biomed. Eng. 62(8): 2091 (2015) - [j93]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): 2269-2278 (2015) - [c98]Lieven Billiet, Borbála Hunyadi, Vladimir Matic, Sabine Van Huffel, Michel Verleysen, Maarten De Vos:
Single Trial Classification for Mobile BCI - A Multiway Kernel Approach. BIOSIGNALS 2015: 5-11 - [c97]Hui Wang, Xiaolin Huang, Yipeng Liu, Sabine Van Huffel, Qun Wan:
Binary Reweighted l1-Norm Minimization for One-Bit Compressed Sensing. BIOSIGNALS 2015: 206-210 - [c96]