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ORCIDSabine Van Huffel
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- affiliation: Catholic University of Leuven, Belgium
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2020 – today
- 2021
[j149]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:
Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex. Biomed. Signal Process. Control. 68: 102658 (2021)- [j148]Adnan Albaba, Ivan D. Castro, Pascal Borzée, Bertien Buyse, Dries Testelmans, Carolina Varon, Sabine Van Huffel, Tom Torfs:
Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring. Biomed. Signal Process. Control. 68: 102775 (2021) - [j147]Andrea Rozo, John F. Morales, Jonathan Moeyersons, Rohan Joshi, Enrico G. Caiani, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions. Entropy 23(8): 939 (2021) - [j146]Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients. Frontiers Digit. Health 3: 685766 (2021) - [j145]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. NeuroImage 228: 117652 (2021) - [j144]Amalia Villa, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon:
Utility metric for unsupervised feature selection. PeerJ Comput. Sci. 7: e477 (2021) - [j143]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:
Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG. Sensors 21(2): 662 (2021) - [j142]Thijs Becker, Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, Dirk Valkenborg, Sabine Van Huffel, Maarten De Vos:
Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection. Sensors 21(4): 1046 (2021) - [j141]Jonathan Moeyersons, John F. Morales, Nick Seeuws, Chris Van Hoof, Evelien Hermeling, Willemijn Groenendaal, Rik Willems, Sabine Van Huffel, Carolina Varon:
Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach. Sensors 21(8): 2613 (2021) - [j140]Dorien Huysmans, Ivan D. Castro, Pascal Borzée, Aakash Patel, Tom Torfs, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients. Sensors 21(19): 6409 (2021) - [j139]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:
Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation. IEEE Trans. Biomed. Eng. 68(6): 1882-1893 (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) - [c173]Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Cardiovascular Risk Detection in Sleep Apnea Patients from Pulse Photoplethysmography Waveform. CinC 2021: 1-4 - [c172]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:
Controlled Breathing Effect on Respiration Quality Assessment Using Machine Learning Approaches. CinC 2021: 1-4 - [c171]Christos Theodoropoulos, Christos Chatzichristos, Sabine Van Huffel:
Automatic Artifact Removal of Resting-State fMRI with Deep Neural Networks. EUSIPCO 2021: 1236-1240 - 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 Borzée, 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) - [c170]Pooya Ashtari, Frederik Maes, Sabine Van Huffel:
Low-Rank Convolutional Networks for Brain Tumor Segmentation. BrainLes@MICCAI (1) 2020: 470-480 - [c169]Ivan D. Castro, Aakash Patel, Margot Deviaene, Dorien Huysmans, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon, Tom Torfs:
Unobtrusive, Through-Clothing ECG and Bioimpedance Monitoring in Sleep Apnea Patients. CinC 2020: 1-4 - [c168]Dorien Huysmans, Eva Heffinck, Ivan D. Castro, Margot Deviaene, Pascal Borzée, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Sleep-Wake Classification for Home Monitoring of Sleep Apnea Patients. CinC 2020: 1-4 - [c167]Ben Jacobs, Amalia Villa Gómez, Jonathan Moeyersons, Sabine Van Huffel, Rik Willems, Carolina Varon:
Can Laplacian Eigenmaps Be Used for Differentiation Between Healthy Subjects and Patients With Corrected Tetralogy of Fallot? CinC 2020: 1-4 - [c166]Jonathan Moeyersons, Ruben De Bosscher, Christophe Dausin, Guido Claessen, André La Gerche, Jan Bogaert, Rik Willems, Sabine Van Huffel, Carolina Varon:
Predicting Left Ventricular Mass Using ECG, Demographic and DXA Features. CinC 2020: 1-4 - [c165]John F. Morales, Pascal Borzée, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Raquel Bailón, Carolina Varon:
A Robust Estimation of the Cardiorespiratory Coupling in the Presence of Abnormal Beats. CinC 2020: 1-4 - [c164]Amalia Villa, Sebastian Ingelaere, Sabine Van Huffel, Rik Willems, Carolina Varon:
Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients. CinC 2020: 1-4 - [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 Borzée, 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 Borzée, 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) - [c163]Nick Seeuws, Amir Hossein Ansari, Sabine Van Huffel, Gunnar Naulaers:
Unsupervised Deep Feature Extraction for Neonatal Sleep Stage Classification. BNAIC/BENELEARN 2019 - [c162]Hélène De Cannière, John F. 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 - [c161]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 - [c160]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 - [c159]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 - [c158]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 - [c157]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 - [c156]Margot Deviaene, Dries Testelmans, Pascal Borzée, Bertien Buyse, Sabine Van Huffel, Carolina Varon:
Feature Selection Algorithm based on Random Forest applied to Sleep Apnea Detection. EMBC 2019: 2580-2583 - [c155]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 - [c154]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 - [c153]Amalia Villa Gómez, Margot Deviaene, Rik Willems, Sabine Van Huffel, Carolina Varon:
Are we training our heartbeat classification algorithms properly? EMBC 2019: 6363-6366 - [c152]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 - [c151]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) - [c150]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 - [c149]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 - [c148]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 - [c147]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 - [c146]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 - [c145]Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon:
Variational Mode Decomposition Features for Heartbeat Classification. CinC 2018: 1-4 - [c144]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 - [c143]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 - [c142]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 - [c141]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 - [c140]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 - [c139]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 - [c138]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. WIREs Data Mining Knowl. Discov. 7(1) (2017) - [c137]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 - [c136]John F. Morales, Carolina Varon, Margot Deviaene, Pascal Borzée, 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 - [c135]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 - [c134]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 - [c133]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 - [c132]Margot Deviaene, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
Assessing Cardiovascular Comorbidities in Sleep Apnea Patients Using SpO2. CinC 2017 - [c131]Griet Goovaerts, Sabine Van Huffel, Xiao Hu:
Tensor-based Analysis of ECG Changes Prior to In-Hospital Cardiac Arrest. CinC 2017 - [c130]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 - [c129]Jonathan Moeyersons, Carolina Varon, Dries Testelmans, Bertien Buyse, Sabine Van Huffel:
ECG Artefact Detection Using Ensemble Decision Trees. CinC 2017 - [c128]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 - [c127]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 - [c126]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 - [c125]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 - [c124]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 - [c123]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 - [c122]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 - [c121]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 - [c120]Lieven Billiet, Sabine Van Huffel, Vanya Van Belle:
Interval Coded Scoring extensions for larger problems. ISCC 2017: 198-203 - [c119]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]