Rik Vullings

According to our database, Rik Vullings authored at least 53 papers between 2006 and 2024.

Collaborative distances:

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

2024

Deep Learing for Sparse Domain Kalman Filtering With Applications on ECG Denoising and Motility Estimation.

I. R. de Vries, A. M. de Jong, M. Beatrijs van der Hout-van der Jagt, Judith O. E. H. Van Laar, Rik Vullings

IEEE Trans. Biomed. Eng., August, 2024

A Review on Atrial Fibrillation Detection From Ambulatory ECG.

Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu

IEEE Trans. Biomed. Eng., March, 2024

HKF: Hierarchical Kalman Filtering With Online Learned Evolution Priors for Adaptive ECG Denoising.

Guy Revach, Timur Locher, Nir Shlezinger, Ruud J. G. van Sloun, Rik Vullings

IEEE Trans. Signal Process., 2024

An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences.

Caiyun Ma, Xi Long, Weijie Sheng, Rik Vullings, Meicheng Yang, Lina Zhao, Ronald M. Aarts, Jianqing Li, Chengyu Liu

IEEE Trans. Instrum. Meas., 2024

Anomalous Change Point Detection Using Probabilistic Predictive Coding.

Roelof G. Hup, Julian P. Merkofer, Alex A. Bhogal, Ruud J. G. van Sloun, Reinder Haakma, Rik Vullings

CoRR, 2024

Improved Non-Invasive Detection of Congenital Heart Disease with Sparse Domain Kalman Filtering for Fetal ElectrocarDiogram Denoising.

I. R. de Vries, Judith O. E. H. Van Laar, M. Beatrijs van der Hout-van der Jagt, S. A. B. Clur, Rik Vullings

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

Measurement of cardia-respiratory dynamics during sleep arousals with a suprasternal pressure sensor.

Luca Cerina, Gabriele B. Papini, Pedro Fonseca, Sebastiaan Overeem, Rik Vullings

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

2023

Hierarchical Filtering With Online Learned Priors for ECG Denoising.

Timur Locher, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Rik Vullings

Proceedings of the IEEE International Conference on Acoustics, 2023

Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring.

Caiyun Ma, Zhongyu Wang, Lina Zhao, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu

Proceedings of the Computing in Cardiology, 2023

2022

Novel Multichannel Entropy Features and Machine Learning for Early Assessment of Pregnancy Progression Using Electrohysterography.

Anyi Cheng, Yang Yao, Yibin Jin, Chuan Chen, Rik Vullings, Lin Xu, Massimo Mischi

IEEE Trans. Biomed. Eng., 2022

An Overview of the Sensors for Heart Rate Monitoring Used in Extramural Applications.

Alessandra Galli, Roel J. H. Montree, Shuhao Que, Elisabetta Peri, Rik Vullings

Sensors, 2022

Contrastive Predictive Coding for Anomaly Detection of Fetal Health from the Cardiotocogram.

Bert de Vries, Iris A. M. Huijben, René D. Kok, Ruud J. G. van Sloun, Rik Vullings

Proceedings of the IEEE International Conference on Acoustics, 2022

Maternal autonomic responsiveness is attenuated in healthy pregnancy: a phase rectified signal averaging analysis.

Maretha Bester, Raluca Rizea, Rohan Joshi, Massimo Mischi, Judith O. E. H. Van Laar, Rik Vullings

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Longitudinal Assessment of Fetal Heart Rate Variability During Pregnancy.

Maretha Bester, Rohan Joshi, Fenna P. J. A Snellings, Massimo Mischi, Judith O. E. H. Van Laar, Rik Vullings

Proceedings of the Computing in Cardiology, 2022

2021

Dedicated Algorithm for Unobtrusive Fetal Heart Rate Monitoring Using Multiple Dry Electrodes.

Alessandra Galli, Elisabetta Peri, Yijing Zhang, Rik Vullings, Myrthe van der Ven, Giada Giorgi, Sotir Ouzounov, Pieter J. A. Harpe, Massimo Mischi

Sensors, 2021

The Effects of Advancing Gestation on Maternal Autonomic Response.

Maretha Bester, Rohan Joshi, Massimo Mischi, Judith O. E. H. Van Laar, Rik Vullings

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Detecting Atrial Fibrillation and Atrial Flutter in Daily Life Using Photoplethysmography Data.

Linda M. Eerikäinen, Alberto G. Bonomi, Fons Schipper, Lukas R. C. Dekker, Helma M. de Morree, Rik Vullings, Ronald M. Aarts

IEEE J. Biomed. Health Informatics, 2020

Simulator of a Full Fetal Electrocardiogram Measurement Chain by Multichannel Capacitive Sensing.

Lin Xu, Chiara Rabotti, Yijing Zhang, Rik Vullings, Mohammed Meftah, Sotir Ouzounov, Pieter J. A. Harpe, Massimo Mischi

IEEE Trans. Instrum. Meas., 2020

Comparative Review of the Algorithms for Removal of Electrocardiographic Interference from Trunk Electromyography.

Lin Xu, Elisabetta Peri, Rik Vullings, Chiara Rabotti, Johannes P. van Dijk, Massimo Mischi

Sensors, 2020

Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction.

Eleni Fotiadou, Mengzhu Xu, Bart van Erp, Ruud J. G. van Sloun, Rik Vullings

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

An Extended Kalman Filter for Fetal Heart Location Estimation During Doppler-Based Heart Rate Monitoring.

Paul Hamelmann, Rik Vullings, Massimo Mischi, Alexander F. Kolen, Lars Schmitt, Jan W. M. Bergmans

IEEE Trans. Instrum. Meas., 2019

Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths.

Yifan Zhang, Shuang Song, Rik Vullings, Dwaipayan Biswas, Neide Simões-Capela, Nick Van Helleputte, Chris Van Hoof, Willemijn Groenendaal

Sensors, 2019

Fetal Heart Rate Monitoring Implemented by Dynamic Adaptation of Transmission Power of a Flexible Ultrasound Transducer Array.

Paul Hamelmann, Massimo Mischi, Alexander F. Kolen, Judith O. E. H. Van Laar, Rik Vullings, Jan W. M. Bergmans

Sensors, 2019

Fetal Electrocardiography and Deep Learning for Prenatal Detection of Congenital Heart Disease.

Rik Vullings

Proceedings of the 46th Computing in Cardiology, 2019

Deep Convolutional Encoder-Decoder Framework for Fetal ECG Signal Denoising.

Eleni Fotiadou, Tomasz K. Konopczynski, Jürgen Hesser, Rik Vullings

Proceedings of the 46th Computing in Cardiology, 2019

How Accurately Can We Detect Atrial Fibrillation Using Photoplethysmography Data Measured in Daily Life?

Linda M. Eerikäinen, Alberto G. Bonomi, Fons Schipper, Lukas R. C. Dekker, Rik Vullings, Helma M. de Morree, Ronald M. Aarts

Proceedings of the 46th Computing in Cardiology, 2019

2018

Hierarchical Probabilistic Framework for Fetal R-Peak Detection, Using ECG Waveform and Heart Rate Information.

Guy J. J. Warmerdam, Rik Vullings, Lars Schmitt, Judith O. E. H. Van Laar, Jan W. M. Bergmans

IEEE Trans. Signal Process., 2018

Enhancement of low-quality fetal electrocardiogram based on time-sequenced adaptive filtering.

Eleni Fotiadou, Judith O. E. H. Van Laar, S. Guid Oei, Rik Vullings

Medical Biol. Eng. Comput., 2018

On the generalizability of ECG-based obstructive sleep apnea monitoring: merits and limitations of the Apnea-ECG database.

Gabriele B. Papini, Pedro Fonseca, Jenny Margarito, Merel M. van Gilst, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Autonomic cardiac activity in adults with short and long sleep onset latency.

Marina-Marinela Nano, Pedro Fonseca, Sebastiaan Overeem, Rik Vullings, Ronald M. Aarts

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Force-Interval Relationships of the Heart Measured With Photoplethysmography During Atrial Fibrillation.

Linda M. Eerikäinen, Alberto G. Bonomi, Lukas R. C. Dekker, Fons Schipper, Rik Vullings, Ronald M. Aarts

Proceedings of the Computing in Cardiology, 2018

2017

A Fixed-Lag Kalman Smoother to Filter Power Line Interference in Electrocardiogram Recordings.

Guy J. J. Warmerdam, Rik Vullings, Lars Schmitt, Judith O. E. H. Van Laar, Jan W. M. Bergmans

IEEE Trans. Biomed. Eng., 2017

Using Tri-Axial Accelerometry in Daily Elite Swim Training Practice.

Sander Ganzevles, Rik Vullings, Peter Jan Beek, Hein A. M. Daanen, Martin Truijens

Sensors, 2017

Photoplethysmography beat detection and pulse morphology quality assessment for signal reliability estimation.

Gabriele B. Papini, Pedro Fonseca, Xavier L. Aubert, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Validating Features for Atrial Fibrillation Detection from Photoplethysmogram under Hospital and Free-living Conditions.

Linda M. Eerikäinen, Lukas R. C. Dekker, Alberto G. Bonomi, Rik Vullings, Fons Schipper, Jenny Margarito, Helma M. de Morree, Ronald M. Aarts

Proceedings of the Computing in Cardiology, 2017

2016

Selective heart rate variability analysis to account for uterine activity during labor and improve classification of fetal distress.

Guy J. J. Warmerdam, Rik Vullings, Judith O. E. H. Van Laar, M. Beatrijs van der Hout-van der Jagt, Jan W. M. Bergmans, Lars Schmitt, S. Guid Oei

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

Ultrasound transducer positioning aid for fetal heart rate monitoring.

Paul Hamelmann, Alexander F. Kolen, Lars Schmitt, Rik Vullings, Hans C. van Assen, Massimo Mischi, Libertario Demi, Judith Van Laar, Jan W. M. Bergmans

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

2015

Motion Artifacts in Capacitive ECG Measurements: Reducing the Combined Effect of DC Voltages and Capacitance Changes Using an Injection Signal.

Aline Serteyn, Rik Vullings, Mohammed Meftah, Jan W. M. Bergmans

IEEE Trans. Biomed. Eng., 2015

Decreasing the False Alarm Rate of Arrhythmias in Intensive Care Using a Machine Learning Approach.

Linda M. Eerikäinen, Joaquin Vanschoren, Michael Johannes Rooijakkers, Rik Vullings, Ronald M. Aarts

Proceedings of the Computing in Cardiology, 2015

2014

Reliability of spectral analysis of fetal heart rate variability.

Guy J. J. Warmerdam, Rik Vullings, Jan W. M. Bergmans, S. Guid Oei

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

ECG reconstruction based on the injection of a multi-frequency signal in capacitive measurement systems.

Aline Serteyn, Rik Vullings, Mohammed Meftah, Jan W. M. Bergmans

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Sensitivity analysis of Heuer's method for motion-artifacts reduction in capacitive biopotential measurements.

K. T. Yang, Aline Serteyn, Rik Vullings, Jan W. M. Bergmans

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

Novel Bayesian Vectorcardiographic Loop Alignment for Improved Monitoring of ECG and Fetal Movement.

Rik Vullings, Massimo Mischi, S. Guid Oei, Jan W. M. Bergmans

IEEE Trans. Biomed. Eng., 2013

Probabilistic Source Separation for Robust Fetal Electrocardiography.

Rik Vullings, Massimo Mischi

Comput. Math. Methods Medicine, 2013

QRS classification and spatial combination for robust heart rate detection in low-quality fetal ECG recordings.

Guy J. J. Warmerdam, Rik Vullings, Carola van Pul, Peter Andriessen, S. Guid Oei, Pieter F. F. Wijn

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Vectorcardiographic loop alignment for fetal movement detection using the Expectation-Maximization algorithm and Support Vector Machines.

Rik Vullings, Massimo Mischi

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Using an injection signal to reduce motion artifacts in capacitive ECG measurements.

Aline Serteyn, Rik Vullings, Mohammed Meftah, Jan W. M. Bergmans

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Probabilistic source separation for robust electrocardiography.

Rik Vullings

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

An Adaptive Kalman Filter for ECG Signal Enhancement.

Rik Vullings, Bert de Vries, Jan W. M. Bergmans

IEEE Trans. Biomed. Eng., 2011

Latency variable source separation for heart rate detection in low-quality ECG signals.

Rik Vullings, Michael Johannes Rooijakkers, Massimo Mischi

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Bayesian Approach to Patient-Tailored Vectorcardiography.

Rik Vullings, Christiaan Hendrik Leonard Peters, Iman Mossavat, S. Guid Oei, Jan W. M. Bergmans

IEEE Trans. Biomed. Eng., 2010

2006

Maternal ECG removal from non-invasive fetal ECG recordings.

Rik Vullings, Christiaan Hendrik Leonard Peters, Massimo Mischi, S. Guid Oei, Jan W. M. Bergmans

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Heart Rate Detection in Low Amplitude Non-Invasive Fetal ECG Recordings.

Christiaan Hendrik Leonard Peters, Rik Vullings, Jan W. M. Bergmans, S. Guid Oei, Pieter F. F. Wijn

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006