Rik Willems

According to our database, Rik Willems authored at least 26 papers between 2007 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach.

Jonathan Moeyersons, John F. Morales, Nick Seeuws, Chris Van Hoof, Evelien Hermeling, Willemijn Groenendaal, Rik Willems, Sabine Van Huffel, Carolina Varon

Sensors, 2021

Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG.

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

Sensors, 2021

Development and validation of a Screening Tool to Evaluate and Warrant Anticoagulation Treatment prior to Discharge in inpatients with Atrial Fibrillation (STEWAR_xD-AF).

Charlotte Quintens, Lorenz Van der Linden, Kaat Meeusen, Egon Nijns, Rik Willems, Isabel Spriet

Int. J. Medical Informatics, 2021

2020

Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients.

Amalia Villa, Sebastian Ingelaere, Sabine Van Huffel, Rik Willems, Carolina Varon

Proceedings of the Computing in Cardiology, 2020

Predicting Left Ventricular Mass Using ECG, Demographic and DXA Features.

Jonathan Moeyersons, Ruben De Bosscher, Christophe Dausin, Guido Claessen, André La Gerche, Jan Bogaert, Rik Willems, Sabine Van Huffel, Carolina Varon

Proceedings of the Computing in Cardiology, 2020

Can Laplacian Eigenmaps Be Used for Differentiation Between Healthy Subjects and Patients With Corrected Tetralogy of Fallot?

Ben Jacobs, Amalia Villa Gómez, Jonathan Moeyersons, Sabine Van Huffel, Rik Willems, Carolina Varon

Proceedings of the Computing in Cardiology, 2020

2019

A Machine-Learning Approach for Detection and Quantification of QRS Fragmentation.

Griet Goovaerts, Sibasankar Padhy, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel

IEEE J. Biomed. Health Informatics, 2019

R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks.

Jonathan Moeyersons, Matthew Amoni, Sabine Van Huffel, Rik Willems, Carolina Varon

PeerJ Comput. Sci., 2019

Artefact detection and quality assessment of ambulatory ECG signals.

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

Comput. Methods Programs Biomed., 2019

DeepLA: Automated Segmentation of Left Atrium from Interventional 3D Rotational Angiography Using CNN.

Kobe Bamps, Stijn De Buck, Jeroen Bertels, Rik Willems, Christophe Garweg, Peter Haemers, Joris Ector

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

Evaluation of Methods to Characterize the Change of the Respiratory Sinus Arrhythmia with Age in Sleep Apnea Patients.

John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Rik Willems, Michele Orini, Sabine Van Huffel, Raquel Bailón, Carolina Varon

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Are we training our heartbeat classification algorithms properly?

Amalia Villa Gómez, Margot Deviaene, Rik Willems, Sabine Van Huffel, Carolina Varon

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

T-wave end detection using neural networks and Support Vector Machines.

Alexander A. Suárez León, Carolina Varon, Rik Willems, Sabine Van Huffel, Carlos R. Vázquez-Seisdedos

Comput. Biol. Medicine, 2018

Respiratory Sinus Arrhythmia in Apnea Patients With Apnea Associated Comorbidities.

John F. Morales, Margot Deviaene, Javier Milagro, Dries Testelmans, Bertien Buyse, Raquel Bailón, Rik Willems, Sabine Van Huffel, Carolina Varon

Proceedings of the Computing in Cardiology, 2018

Evaluation of a Continuous ECG Quality Indicator Based on the Autocorrelation Function.

Jonathan Moeyersons, Dries Testelmans, Bertien Buyse, Rik Willems, Sabine Van Huffel, Carolina Varon

Proceedings of the Computing in Cardiology, 2018

Temporal Beat-to-Beat Variability of Repolarization Changes Predict Non-Sustained Ventricular Tachycardia in Ischemic Heart Disease Patients.

Jonathan Moeyersons, Matthew Amoni, Bert Vandenberk, Carolina Varon, Karin Sipido, Sabine Van Huffel, Rik Willems

Proceedings of the Computing in Cardiology, 2018

Risk Assessment of All-Cause Mortality in Patients with an Implantable Cardioverter Defibrillator Using a Novel QRS Fragmentation Score.

Griet Goovaerts, Sibasankar Padhy, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel

Proceedings of the Computing in Cardiology, 2018

Variational Mode Decomposition Features for Heartbeat Classification.

Amalia Villa Gómez, Sibasankar Padhy, Rik Willems, Sabine Van Huffel, Carolina Varon

Proceedings of the Computing in Cardiology, 2018

2017

Automated T Wave End Detection Methods - Comparison of Four Different Methods for T Wave End Detection.

Jonathan Moeyersons, Griet Goovaerts, Suzy Huijghebaert, Bert Vandenberk, Rik Willems, Sabine Van Huffel

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Combined reconstruction of atrial morphology and paracardial fat depositions to study remodeling in atrial fibrillation.

Natasa Popovic, Peter Haemers, Rik Willems, Piet Claus

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Phase-Rectified Signal Averaging for Automatic Detection of QRS Fragmentation.

Griet Goovaerts, Bert Vandenberk, Carolina Varon, Rik Willems, Sabine Van Huffel

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

On the (in)security of the latest generation implantable cardiac defibrillators and how to secure them.

Eduard Marin, Dave Singelée, Flavio D. Garcia, Tom Chothia, Rik Willems, Bart Preneel

Proceedings of the 32nd Annual Conference on Computer Security Applications, 2016

2015

Tensor-based detection of T wave alternans using ECG.

Griet Goovaerts, Bert Vandenberk, Rik Willems, Sabine Van Huffel

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Detection of Irregular Heartbeats Using Tensors.

Griet Goovaerts, Ofelie De Wel, Bert Vandenberk, Rik Willems, Sabine Van Huffel

Proceedings of the Computing in Cardiology, 2015

2014

Tensor-based Detection of T Wave Alternans in Multilead ECG Signals.

Griet Goovaerts, Carolina Varon, Bert Vandenberk, Rik Willems, Sabine Van Huffel

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2007

eServices for Hospital Equipment.

Merijn de Jonge, Wim van der Linden, Rik Willems

Proceedings of the Service-Oriented Computing, 2007