Rik Willems

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 22

Top Topics

Laplacian Eigenmaps

Beat Classification

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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) (2021)
Charlotte Quintens, Lorenz Van der Linden, Kaat Meeusen, Egon Nijns, Rik Willems, Isabel Spriet
D-AF). Int. J. Medical Informatics 154 (2021)
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) (2021)
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)
Amalia Villa, Sebastian Ingelaere, Sabine Van Huffel, Rik Willems, Carolina Varon
Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients. CinC (2020)
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)
Kobe Bamps, Stijn De Buck, Jeroen Bertels, Rik Willems, Christophe Garweg, Peter Haemers, Joris Ector
DeepLA: Automated Segmentation of Left Atrium from Interventional 3D Rotational Angiography Using CNN. STACOM@MICCAI (2019)
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 (2019)
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)
Amalia Villa Gómez, Margot Deviaene, Rik Willems, Sabine Van Huffel, Carolina Varon
Are we training our heartbeat classification algorithms properly? EMBC (2019)
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) (2019)
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)
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 (2018)
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)
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)
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)
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)
Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon
Variational Mode Decomposition Features for Heartbeat Classification. CinC (2018)
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)
Natasa Popovic, Peter Haemers, Rik Willems, Piet Claus
Combined reconstruction of atrial morphology and paracardial fat depositions to study remodeling in atrial fibrillation. EMBC (2016)
Eduard Marin, Dave Singelée, Flavio D. Garcia, Tom Chothia, Rik Willems, Bart Preneel
On the (in)security of the latest generation implantable cardiac defibrillators and how to secure them. ACSAC (2016)
Griet Goovaerts, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel
Phase-Rectified Signal Averaging for Automatic Detection of QRS Fragmentation. CinC (2016)
Griet Goovaerts, Bert Vandenberk, Rik Willems, Sabine Van Huffel
Tensor-based detection of T wave alternans using ECG. EMBC (2015)
Griet Goovaerts, Ofelie De Wel, Bert Vandenberk, Rik Willems, Sabine Van Huffel
Detection of Irregular Heartbeats Using Tensors. CinC (2015)
Griet Goovaerts, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel
Tensor-based Detection of T Wave Alternans in Multilead ECG Signals. CinC (2014)
Merijn de Jonge, Wim van der Linden, Rik Willems
eServices for Hospital Equipment. ICSOC (2007)