Rik Willems

27 papers A 2Journal 8Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Integrating anatomy and electrophysiology in the healthy human heart: Insights from biventricular statistical shape analysis using universal coordinates.
Comput. Biol. Medicine
Lore Van Santvliet, Elena Zappon, Matthias A. F. Gsell, Franz Thaler, Maarten Blondeel, Steven Dymarkowski, Guido Claessen, Rik Willems, Martin Urschler, Bert Vandenberk, Gernot Plank, Maarten De Vos
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
Development and validation of a Screening Tool to Evaluate and Warrant Anticoagulation Treatment prior to Discharge in inpatients with Atrial Fibrillation (STEWAR
Int. J. Medical Informatics
Charlotte Quintens, Lorenz Van der Linden, Kaat Meeusen, Egon Nijns, Rik Willems, Isabel Spriet
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
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 — conf
Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients.
CinC
Amalia Villa, Sebastian Ingelaere, Sabine Van Huffel, Rik Willems, 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
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 — conf
DeepLA: Automated Segmentation of Left Atrium from Interventional 3D Rotational Angiography Using CNN.
STACOM@MICCAI
Kobe Bamps, Stijn De Buck, Jeroen Bertels, Rik Willems, Christophe Garweg, Peter Haemers, Joris Ector
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
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
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 — 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 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 — conf
Variational Mode Decomposition Features for Heartbeat Classification.
CinC
Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon
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
2016 — conf
Combined reconstruction of atrial morphology and paracardial fat depositions to study remodeling in atrial fibrillation.
EMBC
Natasa Popovic, Peter Haemers, Rik Willems, Piet Claus
2016 A conf
On the (in)security of the latest generation implantable cardiac defibrillators and how to secure them.
ACSAC
Eduard Marin, Dave Singelée, Flavio D. Garcia, Tom Chothia, Rik Willems, Bart Preneel
2016 — conf
Phase-Rectified Signal Averaging for Automatic Detection of QRS Fragmentation.
CinC
Griet Goovaerts, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel
2015 — conf
Detection of Irregular Heartbeats Using Tensors.
CinC
Griet Goovaerts, Ofelie De Wel, Bert Vandenberk, Rik Willems, Sabine Van Huffel
2015 — conf
Tensor-based detection of T wave alternans using ECG.
EMBC
Griet Goovaerts, Bert Vandenberk, Rik Willems, 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
2007 A conf
eServices for Hospital Equipment.
ICSOC
Merijn de Jonge, Wim van der Linden, Rik Willems