Rik Vullings

55 papers Misc 2Journal 25Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
Machine learning-based remote PPG signal quality assessment for in-vehicle driver monitoring.
Biomed. Signal Process. Control.
Sonja Babac, Luc P. J. Vosters, Rik Vullings, Svitlana Zinger, M. J. H. van Gastel
2025 J jnl
Conditional Contrastive Predictive Coding for Assessment of Fetal Health From the Cardiotocogram.
IEEE J. Biomed. Health Informatics
Ivar R. de Vries, Raoul Melaet, Iris A. M. Huijben, Judith O. E. H. Van Laar, René D. Kok, S. Guid Oei, Ruud J. G. van Sloun, Rik Vullings
2024 J jnl
A Review on Atrial Fibrillation Detection From Ambulatory ECG.
IEEE Trans. Biomed. Eng.
Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2024 J jnl
An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences.
IEEE Trans. Instrum. Meas.
Caiyun Ma, Xi Long, Weijie Sheng, Rik Vullings, Meicheng Yang, Lina Zhao, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2024 J jnl
Anomalous Change Point Detection Using Probabilistic Predictive Coding.
CoRR
Roelof G. Hup, Julian P. Merkofer, Alex A. Bhogal, Ruud J. G. van Sloun, Reinder Haakma, Rik Vullings
2024 J jnl
Deep Learing for Sparse Domain Kalman Filtering With Applications on ECG Denoising and Motility Estimation.
IEEE Trans. Biomed. Eng.
Ivar R. de Vries, A. M. de Jong, M. Beatrijs van der Hout-van der Jagt, Judith O. E. H. Van Laar, Rik Vullings
2024 J jnl
HKF: Hierarchical Kalman Filtering With Online Learned Evolution Priors for Adaptive ECG Denoising.
IEEE Trans. Signal Process.
Guy Revach, Timur Locher, Nir Shlezinger, Ruud J. G. van Sloun, Rik Vullings
2024 — conf
Improved Non-Invasive Detection of Congenital Heart Disease with Sparse Domain Kalman Filtering for Fetal ElectrocarDiogram Denoising.
MeMeA
Ivar R. de Vries, Judith O. E. H. Van Laar, M. Beatrijs van der Hout-van der Jagt, S. A. B. Clur, Rik Vullings
2024 — conf
Measurement of cardia-respiratory dynamics during sleep arousals with a suprasternal pressure sensor.
MeMeA
Luca Cerina, Gabriele B. Papini, Pedro Fonseca, Sebastiaan Overeem, Rik Vullings
2023 — conf
Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring.
CinC
Caiyun Ma, Zhongyu Wang, Lina Zhao, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2023 Misc conf
Hierarchical Filtering With Online Learned Priors for ECG Denoising.
ICASSP
Timur Locher, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Rik Vullings
2022 J jnl
An Overview of the Sensors for Heart Rate Monitoring Used in Extramural Applications.
Sensors
Alessandra Galli, Roel J. H. Montree, Shuhao Que, Elisabetta Peri, Rik Vullings
2022 Misc conf
Contrastive Predictive Coding for Anomaly Detection of Fetal Health from the Cardiotocogram.
ICASSP
Bert de Vries, Iris A. M. Huijben, René D. Kok, Ruud J. G. van Sloun, Rik Vullings
2022 — conf
Longitudinal Assessment of Fetal Heart Rate Variability During Pregnancy.
CinC
Maretha Bester, Rohan Joshi, Fenna P. J. A Snellings, Massimo Mischi, Judith O. E. H. Van Laar, Rik Vullings
2022 — conf
Maternal autonomic responsiveness is attenuated in healthy pregnancy: a phase rectified signal averaging analysis.
EMBC
Maretha Bester, Raluca Rizea, Rohan Joshi, Massimo Mischi, Judith O. E. H. Van Laar, Rik Vullings
2022 J jnl
Novel Multichannel Entropy Features and Machine Learning for Early Assessment of Pregnancy Progression Using Electrohysterography.
IEEE Trans. Biomed. Eng.
Anyi Cheng, Yang Yao, Yibin Jin, Chuan Chen, Rik Vullings, Lin Xu, Massimo Mischi
2021 J jnl
Dedicated Algorithm for Unobtrusive Fetal Heart Rate Monitoring Using Multiple Dry Electrodes.
Sensors
Alessandra Galli, Elisabetta Peri, Yijing Zhang, Rik Vullings, Myrthe van der Ven, Giada Giorgi, Sotir Ouzounov, Pieter J. A. Harpe, Massimo Mischi
2021 — conf
The Effects of Advancing Gestation on Maternal Autonomic Response.
CinC
Maretha Bester, Rohan Joshi, Massimo Mischi, Judith O. E. H. Van Laar, Rik Vullings
2020 J jnl
Comparative Review of the Algorithms for Removal of Electrocardiographic Interference from Trunk Electromyography.
Sensors
Lin Xu, Elisabetta Peri, Rik Vullings, Chiara Rabotti, Johannes P. van Dijk, Massimo Mischi
2020 — conf
Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction.
EMBC
Eleni Fotiadou, Mengzhu Xu, Bart van Erp, Ruud J. G. van Sloun, Rik Vullings
2020 J jnl
Detecting Atrial Fibrillation and Atrial Flutter in Daily Life Using Photoplethysmography Data.
IEEE J. Biomed. Health Informatics
Linda M. Eerikäinen, Alberto G. Bonomi, Fons Schipper, Lukas R. C. Dekker, Helma M. de Morree, Rik Vullings, Ronald M. Aarts
2020 J jnl
Simulator of a Full Fetal Electrocardiogram Measurement Chain by Multichannel Capacitive Sensing.
IEEE Trans. Instrum. Meas.
Lin Xu, Chiara Rabotti, Yijing Zhang, Rik Vullings, Mohammed Meftah, Sotir Ouzounov, Pieter J. A. Harpe, Massimo Mischi
2019 J jnl
An Extended Kalman Filter for Fetal Heart Location Estimation During Doppler-Based Heart Rate Monitoring.
IEEE Trans. Instrum. Meas.
Paul Hamelmann, Rik Vullings, Massimo Mischi, Alexander F. Kolen, Lars Schmitt, Jan W. M. Bergmans
2019 — conf
Deep Convolutional Encoder-Decoder Framework for Fetal ECG Signal Denoising.
CinC
Eleni Fotiadou, Tomasz K. Konopczynski, Jürgen Hesser, Rik Vullings
2019 — conf
Fetal Electrocardiography and Deep Learning for Prenatal Detection of Congenital Heart Disease.
CinC
Rik Vullings
2019 J jnl
Fetal Heart Rate Monitoring Implemented by Dynamic Adaptation of Transmission Power of a Flexible Ultrasound Transducer Array.
Sensors
Paul Hamelmann, Massimo Mischi, Alexander F. Kolen, Judith O. E. H. Van Laar, Rik Vullings, Jan W. M. Bergmans
2019 — conf
How Accurately Can We Detect Atrial Fibrillation Using Photoplethysmography Data Measured in Daily Life?
CinC
Linda M. Eerikäinen, Alberto G. Bonomi, Fons Schipper, Lukas R. C. Dekker, Rik Vullings, Helma M. de Morree, Ronald M. Aarts
2019 J jnl
Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths.
Sensors
Yifan Zhang, Shuang Song, Rik Vullings, Dwaipayan Biswas, Neide Simões-Capela, Nick Van Helleputte, Chris Van Hoof, Willemijn Groenendaal
2018 — conf
Autonomic cardiac activity in adults with short and long sleep onset latency.
EMBC
Marina-Marinela Nano, Pedro Fonseca, Sebastiaan Overeem, Rik Vullings, Ronald M. Aarts
2018 J jnl
Enhancement of low-quality fetal electrocardiogram based on time-sequenced adaptive filtering.
Medical Biol. Eng. Comput.
Eleni Fotiadou, Judith O. E. H. Van Laar, S. Guid Oei, Rik Vullings
2018 — conf
Force-Interval Relationships of the Heart Measured With Photoplethysmography During Atrial Fibrillation.
CinC
Linda M. Eerikäinen, Alberto G. Bonomi, Lukas R. C. Dekker, Fons Schipper, Rik Vullings, Ronald M. Aarts
2018 J jnl
Hierarchical Probabilistic Framework for Fetal R-Peak Detection, Using ECG Waveform and Heart Rate Information.
IEEE Trans. Signal Process.
Guy J. J. Warmerdam, Rik Vullings, Lars Schmitt, Judith O. E. H. Van Laar, Jan W. M. Bergmans
2018 — conf
On the generalizability of ECG-based obstructive sleep apnea monitoring: merits and limitations of the Apnea-ECG database.
EMBC
Gabriele B. Papini, Pedro Fonseca, Jenny Margarito, Merel M. van Gilst, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings
2017 J jnl
A Fixed-Lag Kalman Smoother to Filter Power Line Interference in Electrocardiogram Recordings.
IEEE Trans. Biomed. Eng.
Guy J. J. Warmerdam, Rik Vullings, Lars Schmitt, Judith O. E. H. Van Laar, Jan W. M. Bergmans
2017 — conf
Photoplethysmography beat detection and pulse morphology quality assessment for signal reliability estimation.
EMBC
Gabriele B. Papini, Pedro Fonseca, Xavier L. Aubert, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings
2017 J jnl
Using Tri-Axial Accelerometry in Daily Elite Swim Training Practice.
Sensors
Sander Ganzevles, Rik Vullings, Peter Jan Beek, Hein A. M. Daanen, Martin Truijens
2017 — conf
Validating Features for Atrial Fibrillation Detection from Photoplethysmogram under Hospital and Free-living Conditions.
CinC
Linda M. Eerikäinen, Lukas R. C. Dekker, Alberto G. Bonomi, Rik Vullings, Fons Schipper, Jenny Margarito, Helma M. de Morree, Ronald M. Aarts
2016 — conf
Selective heart rate variability analysis to account for uterine activity during labor and improve classification of fetal distress.
EMBC
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
2016 — conf
Ultrasound transducer positioning aid for fetal heart rate monitoring.
EMBC
Paul Hamelmann, Alexander F. Kolen, Lars Schmitt, Rik Vullings, Hans C. van Assen, Massimo Mischi, Libertario Demi, Judith Van Laar, Jan W. M. Bergmans
2015 — conf
Decreasing the False Alarm Rate of Arrhythmias in Intensive Care Using a Machine Learning Approach.
CinC
Linda M. Eerikäinen, Joaquin Vanschoren, Michael Johannes Rooijakkers, Rik Vullings, Ronald M. Aarts
2015 J jnl
Motion Artifacts in Capacitive ECG Measurements: Reducing the Combined Effect of DC Voltages and Capacitance Changes Using an Injection Signal.
IEEE Trans. Biomed. Eng.
Aline Serteyn, Rik Vullings, Mohammed Meftah, Jan W. M. Bergmans
2014 — conf
ECG reconstruction based on the injection of a multi-frequency signal in capacitive measurement systems.
EMBC
Aline Serteyn, Rik Vullings, Mohammed Meftah, Jan W. M. Bergmans
2014 — conf
Reliability of spectral analysis of fetal heart rate variability.
EMBC
Guy J. J. Warmerdam, Rik Vullings, Jan W. M. Bergmans, S. Guid Oei
2014 — conf
Sensitivity analysis of Heuer's method for motion-artifacts reduction in capacitive biopotential measurements.
BioCAS
K. T. Yang, Aline Serteyn, Rik Vullings, Jan W. M. Bergmans
2013 J jnl
Novel Bayesian Vectorcardiographic Loop Alignment for Improved Monitoring of ECG and Fetal Movement.
IEEE Trans. Biomed. Eng.
Rik Vullings, Massimo Mischi, S. Guid Oei, Jan W. M. Bergmans
2013 J jnl
Probabilistic Source Separation for Robust Fetal Electrocardiography.
Comput. Math. Methods Medicine
Rik Vullings, Massimo Mischi
2013 — conf
QRS classification and spatial combination for robust heart rate detection in low-quality fetal ECG recordings.
EMBC
Guy J. J. Warmerdam, Rik Vullings, Carola van Pul, Peter Andriessen, S. Guid Oei, Pieter F. F. Wijn
2013 — conf
Using an injection signal to reduce motion artifacts in capacitive ECG measurements.
EMBC
Aline Serteyn, Rik Vullings, Mohammed Meftah, Jan W. M. Bergmans
2013 — conf
Vectorcardiographic loop alignment for fetal movement detection using the Expectation-Maximization algorithm and Support Vector Machines.
EMBC
Rik Vullings, Massimo Mischi
2012 — conf
Probabilistic source separation for robust electrocardiography.
EMBC
Rik Vullings
2011 J jnl
An Adaptive Kalman Filter for ECG Signal Enhancement.
IEEE Trans. Biomed. Eng.
Rik Vullings, Bert de Vries, Jan W. M. Bergmans
2011 — conf
Latency variable source separation for heart rate detection in low-quality ECG signals.
EMBC
Rik Vullings, Michael Johannes Rooijakkers, Massimo Mischi
2010 J jnl
Bayesian Approach to Patient-Tailored Vectorcardiography.
IEEE Trans. Biomed. Eng.
Rik Vullings, Christiaan Hendrik Leonard Peters, Iman Mossavat, S. Guid Oei, Jan W. M. Bergmans
2006 — conf
Heart Rate Detection in Low Amplitude Non-Invasive Fetal ECG Recordings.
EMBC
Christiaan Hendrik Leonard Peters, Rik Vullings, Jan W. M. Bergmans, S. Guid Oei, Pieter F. F. Wijn
2006 — conf
Maternal ECG removal from non-invasive fetal ECG recordings.
EMBC
Rik Vullings, Christiaan Hendrik Leonard Peters, Massimo Mischi, S. Guid Oei, Jan W. M. Bergmans