Ronald M. Aarts

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 32

Top Topics

Atrial Fibrillation

Automatic Detection

Top Venues

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

Publications

Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
A Review on Atrial Fibrillation Detection From Ambulatory ECG. IEEE Trans. Biomed. Eng. 71 (3) (2024)
Caiyun Ma, Xi Long, Weijie Sheng, Rik Vullings, Meicheng Yang, Lina Zhao, Ronald M. Aarts, Jianqing Li, Chengyu Liu
An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences. IEEE Trans. Instrum. Meas. 73 (2024)
Shaoxiong Sun, Erik Bresch, Jens Muehlsteff, Lars Schmitt, Xi Long, Rick Bezemer, Igor Paulussen, Gerrit Jan Noordergraaf, Ronald M. Aarts
Systolic blood pressure estimation using ECG and PPG in patients undergoing surgery. Biomed. Signal Process. Control. 79 (Part) (2023)
Caiyun Ma, Zhongyu Wang, Lina Zhao, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring. CinC (2023)
Luan Vinícius Fiorio, Boris Karanov, Johan David, Wim J. van Houtum, Frans Widdershoven, Ronald M. Aarts
Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data. ICASSP (2023)
Zheng Peng, Dandan Zhang, Carola van Pul, Rong-Hao Liang, Peter Andriessen, Ronald M. Aarts, Xi Long
Improving Video-Based Actigraphy for Sleep Monitoring of Preterm Infants. HealthCom (2023)
Chunjiao Dong, Tian-Chun Ye, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Chun-Heng Shang, Xiwen Liao, Wei Chen, Wanlin Lai, Lei Chen, Yunfeng Wang
A Two-Layer Ensemble Method for Detecting Epileptic Seizures Using a Self-Annotation Bracelet With Motor Sensors. IEEE Trans. Instrum. Meas. 71 (2022)
Chen Chen, Caifeng Shan, Ronald M. Aarts, Xi Long
Sensing and computing for smart healthcare. J. Ambient Intell. Smart Environ. 14 (1) (2022)
Chunjiao Dong, Lei Chen, Tianchun Ye, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Chunheng Shang, Xiwen Liao, Yunfeng Wang
Home-based Detection of Epileptic Seizures Using a Bracelet with Motor Sensors. NER (2021)
Ronald M. Aarts
Tracking and Estimation of Frequency, Amplitude, and Form Factor of a Harmonic Time Series [Lecture Notes]. IEEE Signal Process. Mag. 38 (5) (2021)
Mustafa Radha, Pedro Fonseca, Arnaud Moreau, Marco Ross, Andreas Cerny, Peter Anderer, Xi Long, Ronald M. Aarts
A deep transfer learning approach for wearable sleep stage classification with photoplethysmography. npj Digit. Medicine 4 (2021)
Ying Wang, Floris Beuving, Jorik Nonnekes, Mike X. Cohen, Xi Long, Ronald M. Aarts, Richard van Wezel
Freezing of gait detection in Parkinson's disease via multimodal analysis of EEG and accelerometer signals. EMBC (2020)
Yue Sun, Deedee Kommers, Tao Tan, Wenjin Wang, Xi Long, Caifeng Shan, Carola van Pul, Ronald M. Aarts, Peter Andriessen, Peter H. N. de With
Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs. Medical Imaging: Computer-Aided Diagnosis (2020)
Linda M. Eerikäinen, Alberto G. Bonomi, Fons Schipper, Lukas R. C. Dekker, Helma M. de Morree, Rik Vullings, Ronald M. Aarts
Detecting Atrial Fibrillation and Atrial Flutter in Daily Life Using Photoplethysmography Data. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Jan Werth, Mustafa Radha, Peter Andriessen, Ronald M. Aarts, Xi Long
Deep learning approach for ECG-based automatic sleep state classification in preterm infants. Biomed. Signal Process. Control. 56 (2020)
Muhammad Awais, Chen Chen, Xi Long, Bin Yin, Anum Nawaz, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Linkai Tao, Chunmei Lu, Laishuan Wang, Ronald M. Aarts, Wei Chen
Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition. IEEE Access 8 (2020)
Lei Wang, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Johan B. A. M. Arends
A broadband method of quantifying phase synchronization for discriminating seizure EEG signals. Biomed. Signal Process. Control. 52 (2019)
Lei Wang, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Johan B. A. M. Arends
EEG-based seizure detection in patients with intellectual disability: Which EEG and clinical factors are important? Biomed. Signal Process. Control. 49 (2019)
Linda M. Eerikäinen, Alberto G. Bonomi, Fons Schipper, Lukas R. C. Dekker, Rik Vullings, Helma M. de Morree, Ronald M. Aarts
How Accurately Can We Detect Atrial Fibrillation Using Photoplethysmography Data Measured in Daily Life? CinC (2019)
Yue Sun, Deedee Kommers, Wenjin Wang, Rohan Joshi, Caifeng Shan, Tao Tan, Ronald M. Aarts, Carola van Pul, Peter Andriessen, Peter H. N. de With
Automatic and Continuous Discomfort Detection for Premature Infants in a NICU Using Video-Based Motion Analysis. EMBC (2019)
Linda M. Eerikäinen, Alberto G. Bonomi, Lukas R. C. Dekker, Fons Schipper, Rik Vullings, Ronald M. Aarts
Force-Interval Relationships of the Heart Measured With Photoplethysmography During Atrial Fibrillation. CinC (2018)
Ying Wang, Xi Long, Hans van Dijk, Ronald M. Aarts, Johan B. A. M. Arends
Adaptive EEG Channel Selection for Nonconvulsive Seizure Analysis. DSL (2018)
Marina-Marinela Nano, Pedro Fonseca, Sebastiaan Overeem, Rik Vullings, Ronald M. Aarts
Autonomic cardiac activity in adults with short and long sleep onset latency. EMBC (2018)
Ralph W. C. G. R. Wijshoff, Massimo Mischi, Ronald M. Aarts
Reduction of Periodic Motion Artifacts in Photoplethysmography. IEEE Trans. Biomed. Eng. 64 (1) (2017)
Xi Long, Pedro Fonseca, Ronald M. Aarts, Reinder Haakma, Jerome Rolink, Steffen Leonhardt
Detection of Nocturnal Slow Wave Sleep Based on Cardiorespiratory Activity in Healthy Adults. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Pedro Fonseca, Niek den Teuling, Xi Long, Ronald M. Aarts
Cardiorespiratory Sleep Stage Detection Using Conditional Random Fields. IEEE J. Biomed. Health Informatics 21 (4) (2017)
Linda M. Eerikäinen, Lukas R. C. Dekker, Alberto G. Bonomi, Rik Vullings, Fons Schipper, Jenny Margarito, Helma M. de Morree, Ronald M. Aarts
Validating Features for Atrial Fibrillation Detection from Photoplethysmogram under Hospital and Free-living Conditions. CinC (2017)
Alberto G. Bonomi, Linda M. Eerikäinen, Fons Schipper, Ronald M. Aarts, Helma M. de Morree, Lukas R. C. Dekker
Detecting Episodes of Brady- and Tachycardia Using Photo-plethysmography at the Wrist in Free-living Conditions. CinC (2017)
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
Actigraphy-based sleep/wake detection for insomniacs. BSN (2017)
Guangfei Zhang, Caifeng Shan, Ihor Kirenko, Xi Long, Ronald M. Aarts
Hybrid Optical Unobtrusive Blood Pressure Measurements. Sensors 17 (7) (2017)
Illapha Cuba Gyllensten, Amanda Crundall-Goode, Ronald M. Aarts, Kevin M. Goode
Simulated case management of home telemonitoring to assess the impact of different alert algorithms on work-load and clinical decisions. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Alberto G. Bonomi, Fons Schipper, Linda M. Eerikäinen, Jenny Margarito, Ronald M. Aarts, Saeed Babaeizadeh, Helma M. de Morree, Lukas R. C. Dekker
Atrial Fibrillation Detection Using Photo-plethysmography and Acceleration Data at the Wrist. CinC (2016)
Xi Long, Reinder Haakma, Tim R. M. Leufkens, Pedro Fonseca, Ronald M. Aarts
Effects of Between- and Within-Subject Variability on Autonomic Cardiorespiratory Activity during Sleep and Their Limitations on Sleep Staging: A Multilevel Analysis. Comput. Intell. Neurosci. 2015 (2015)
Linda M. Eerikäinen, Joaquin Vanschoren, Michael Johannes Rooijakkers, Rik Vullings, Ronald M. Aarts
Decreasing the False Alarm Rate of Arrhythmias in Intensive Care Using a Machine Learning Approach. CinC (2015)
Ralph W. C. G. R. Wijshoff, Antoine M. T. M. van Asten, Wouter H. Peeters, Rick Bezemer, Gerrit Jan Noordergraaf, Massimo Mischi, Ronald M. Aarts
Photoplethysmography-Based Algorithm for Detection of Cardiogenic Output During Cardiopulmonary Resuscitation. IEEE Trans. Biomed. Eng. 62 (3) (2015)
Xi Long, Reinder Haakma, Jerome Rolink, Pedro Fonseca, Ronald M. Aarts
Improving sleep/wake detection via boundary adaptation for respiratory spectral features. EMBC (2015)
Marina-Marinela Nano, Xi Long, Jan Werth, Ronald M. Aarts, Richard Heusdens
Sleep apnea detection using time-delayed heart rate variability. EMBC (2015)
Constantin Ungureanu, Vinh T. Bui, Wouter Roosmalen, Ronald M. Aarts, Johan B. A. M. Arends, Richard Verhoeven, Johan J. Lukkien
A wearable monitoring system for nocturnal epileptic seizures. ISMICT (2014)
Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts
Sleep and Wake Classification With Actigraphy and Respiratory Effort Using Dynamic Warping. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier
Spectral Boundary Adaptation on Heart Rate Variability for Sleep and Wake Classification. Int. J. Artif. Intell. Tools 23 (3) (2014)
Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
Analyzing respiratory effort amplitude for automated sleep stage classification. Biomed. Signal Process. Control. 14 (2014)
Xi Long, Pedro Fonseca, Reinder Haakma, Jérôme Foussier, Ronald M. Aarts
Automatic detection of overnight deep sleep based on heart rate variability: A preliminary study. EMBC (2014)
Onno Eerenberg, Ronald M. Aarts, Peter H. N. de With
PVR system design of advanced video navigation reinforced with audible sound. IEEE Trans. Consumer Electron. 60 (4) (2014)
José L. Ferreira, Ronald M. Aarts, Pierre J. M. Cluitmans
Removal of Gradient Artefacts during Transient Head Movements for Continuous EEG-fMRI. BIOSIGNALS (2014)
José L. Ferreira, Pierre J. M. Cluitmans, Ronald M. Aarts
Detection of Sharp Wave Activity in Biological Signals using Differentiation between Consecutive Samples. BIOSIGNALS (2013)
Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
Respiration amplitude analysis for REM and NREM sleep classification. EMBC (2013)
Silviu Dovancescu, Azam Torabi, Thato Mabote, Jennifer Caffarel, Emile Kelkboom, Ronald M. Aarts, Erik Korsten, John Cleland
Sensitivity of a Wearable Bioimpedance Monitor to Changes of Thoracic Fluid Content in Heart Failure and Hypertension Patients. CinC (2013)
Michael Johannes Rooijakkers, Chiara Rabotti, S. Guid Oei, Ronald M. Aarts, Massimo Mischi
Low-complexity intrauterine pressure monitoring by Teager energy estimation. EMBC (2013)
Pedro Fonseca, Xi Long, Jérôme Foussier, Ronald M. Aarts
On the impact of arousals on the performance of sleep and wake classification using actigraphy. EMBC (2013)
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier
Time-frequency analysis of heart rate variability for sleep and wake classification. BIBE (2012)
José L. Ferreira, Pierre J. M. Cluitmans, Ronald M. Aarts
Gradient Artefact Correction in the EEG Signal Recorded within the fMRI Scanner. BIOSIGNALS (2012)
Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts
Using dynamic time warping for sleep and wake discrimination. BHI (2012)
Danhua Zhu, Gary Garcia Molina, Vojkan Mihajlovic, Ronald M. Aarts
Online BCI Implementation of High-Frequency Phase Modulated Visual Stimuli. HCI (6) (2011)
Danhua Zhu, Jordi Bieger, Gary Garcia Molina, Ronald M. Aarts
A Survey of Stimulation Methods Used in SSVEP-Based BCIs. Comput. Intell. Neurosci. 2010 (2010)
Tamara M. E. Nijsen, Ronald M. Aarts, Pierre J. M. Cluitmans, Paul A. M. Griep
Time-frequency analysis of accelerometry data for detection of myoclonic seizures. IEEE Trans. Inf. Technol. Biomed. 14 (5) (2010)
Massimo Mischi, Harrie C. M. van den Bosch, Annemieke H. M. Jansen, Mischa Sieben, Ronald M. Aarts, Hendrikus H. M. Korsten
Quantification of Regional Left Ventricular Dyssynchrony by Magnetic Resonance Imaging. IEEE Trans. Biomed. Eng. 55 (3) (2008)
Ronald M. Aarts
Low-complexity tracking and estimation of frequency and amplitude of sinusoids. Digit. Signal Process. 14 (4) (2004)
Esko O. Dijk, Kees van Berkel, Ronald M. Aarts, Evert van Loenen
A 3-D Indoor Positioning Method using a Single Compact Base Station. PerCom (2004)
Esko O. Dijk, Kees van Berkel, Ronald M. Aarts, Evert van Loenen
Ultrasonic 3D Position Estimation Using a Single Base Station. EUSAI (2003)
Ronald M. Aarts, Roy Irwan, Augustus J. E. M. Janssen
Efficient tracking of the cross-correlation coefficient. IEEE Trans. Speech Audio Process. 10 (6) (2002)