Rik Willems

Orcid: 0000-0002-5469-9609

According to our database1, Rik Willems authored at least 26 papers between 2007 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach.
Sensors, 2021

Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG.
Sensors, 2021

Development and validation of a Screening Tool to Evaluate and Warrant Anticoagulation Treatment prior to Discharge in inpatients with Atrial Fibrillation (STEWAR<sub>x</sub>D-AF).
Int. J. Medical Informatics, 2021

2020
Fragmented QRS Dynamics Towards Electrical Storm in ICD Patients.
Proceedings of the Computing in Cardiology, 2020

Predicting Left Ventricular Mass Using ECG, Demographic and DXA Features.
Proceedings of the Computing in Cardiology, 2020

Can Laplacian Eigenmaps Be Used for Differentiation Between Healthy Subjects and Patients With Corrected Tetralogy of Fallot?
Proceedings of the Computing in Cardiology, 2020

2019
A Machine-Learning Approach for Detection and Quantification of QRS Fragmentation.
IEEE J. Biomed. Health Informatics, 2019

R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks.
PeerJ Comput. Sci., 2019

Artefact detection and quality assessment of ambulatory ECG signals.
Comput. Methods Programs Biomed., 2019

DeepLA: Automated Segmentation of Left Atrium from Interventional 3D Rotational Angiography Using CNN.
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.
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?
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.
Comput. Biol. Medicine, 2018

Respiratory Sinus Arrhythmia in Apnea Patients With Apnea Associated Comorbidities.
Proceedings of the Computing in Cardiology, 2018

Evaluation of a Continuous ECG Quality Indicator Based on the Autocorrelation Function.
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.
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.
Proceedings of the Computing in Cardiology, 2018

Variational Mode Decomposition Features for Heartbeat Classification.
Proceedings of the Computing in Cardiology, 2018

2017
Automated T Wave End Detection Methods - Comparison of Four Different Methods for T Wave End Detection.
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.
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.
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.
Proceedings of the 32nd Annual Conference on Computer Security Applications, 2016

2015
Tensor-based detection of T wave alternans using ECG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Detection of Irregular Heartbeats Using Tensors.
Proceedings of the Computing in Cardiology, 2015

2014
Tensor-based Detection of T Wave Alternans in Multilead ECG Signals.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2007
eServices for Hospital Equipment.
Proceedings of the Service-Oriented Computing, 2007


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