Ronald M. Aarts

66 papers A* 1C 3Misc 1Journal 32Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Detection of nocturnal epileptic seizures using a wearable armband: A deep learning approach combining accelerometry and photoplethysmography signals. Comput. Methods Programs Biomed. Chunjiao Dong, Johannes P. van Dijk, Ronald M. Aarts, Yunfeng Wang, Xi Long
2025	J	`jnl`	Hybrid Real- and Complex-valued Neural Network Architecture. CoRR Alex Young, Luan Vinícius Fiorio, Bo Yang, Boris Karanov, Wim J. van Houtum, Ronald M. Aarts
2025	—	`conf`	Target Speaker Selection for Neural Network Beamforming in Multi-Speaker Scenarios. EUSIPCO Luan Vinícius Fiorio, Bruno Defraene, Johan David, Alex Young, Frans Widdershoven, Wim J. van Houtum, Ronald M. Aarts
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`	Spectral Masking With Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement. IEEE Access Luan Vinícius Fiorio, Boris Karanov, Bruno Defraene, Johan David, Frans Widdershoven, Wim J. van Houtum, Ronald M. Aarts
2024	J	`jnl`	Spectral Masking with Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement. CoRR Luan Vinícius Fiorio, Boris Karanov, Bruno Defraene, Johan David, Wim J. van Houtum, Frans Widdershoven, Ronald M. Aarts
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	C	`conf`	Improving Video-Based Actigraphy for Sleep Monitoring of Preterm Infants. HealthCom Zheng Peng, Dandan Zhang, Carola van Pul, Rong-Hao Liang, Peter Andriessen, Ronald M. Aarts, Xi Long
2023	Misc	`conf`	Semi-Supervised Learning with Per-Class Adaptive Confidence Scores for Acoustic Environment Classification with Imbalanced Data. ICASSP Luan Vinícius Fiorio, Boris Karanov, Johan David, Wim J. van Houtum, Frans Widdershoven, Ronald M. Aarts
2023	J	`jnl`	Systolic blood pressure estimation using ECG and PPG in patients undergoing surgery. Biomed. Signal Process. Control. Shaoxiong Sun, Erik Bresch, Jens Muehlsteff, Lars Schmitt, Xi Long, Rick Bezemer, Igor Paulussen, Gerrit Jan Noordergraaf, Ronald M. Aarts
2022	J	`jnl`	A Two-Layer Ensemble Method for Detecting Epileptic Seizures Using a Self-Annotation Bracelet With Motor Sensors. IEEE Trans. Instrum. Meas. 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
2022	J	`jnl`	Sensing and computing for smart healthcare. J. Ambient Intell. Smart Environ. Chen Chen, Caifeng Shan, Ronald M. Aarts, Xi Long
2021	J	`jnl`	A deep transfer learning approach for wearable sleep stage classification with photoplethysmography. npj Digit. Medicine Mustafa Radha, Pedro Fonseca, Arnaud Moreau, Marco Ross, Andreas Cerny, Peter Anderer, Xi Long, Ronald M. Aarts
2021	—	`conf`	Home-based Detection of Epileptic Seizures Using a Bracelet with Motor Sensors. NER Chunjiao Dong, Lei Chen, Tianchun Ye, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Chunheng Shang, Xiwen Liao, Yunfeng Wang
2021	J	`jnl`	Tracking and Estimation of Frequency, Amplitude, and Form Factor of a Harmonic Time Series [Lecture Notes]. IEEE Signal Process. Mag. Ronald M. Aarts
2020	—	`conf`	Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs. Computer-Aided Diagnosis 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
2020	J	`jnl`	Deep learning approach for ECG-based automatic sleep state classification in preterm infants. Biomed. Signal Process. Control. Jan Werth, Mustafa Radha, Peter Andriessen, Ronald M. Aarts, Xi Long
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	—	`conf`	Freezing of gait detection in Parkinson's disease via multimodal analysis of EEG and accelerometer signals. EMBC Ying Wang, Floris Beuving, Jorik Nonnekes, Mike X. Cohen, Xi Long, Ronald M. Aarts, Richard van Wezel
2020	J	`jnl`	Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition. IEEE Access 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
2019	J	`jnl`	A broadband method of quantifying phase synchronization for discriminating seizure EEG signals. Biomed. Signal Process. Control. Lei Wang, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Johan B. A. M. Arends
2019	—	`conf`	Automatic and Continuous Discomfort Detection for Premature Infants in a NICU Using Video-Based Motion Analysis. EMBC 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
2019	J	`jnl`	EEG-based seizure detection in patients with intellectual disability: Which EEG and clinical factors are important? Biomed. Signal Process. Control. Lei Wang, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Johan B. A. M. Arends
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
2018	—	`conf`	Adaptive EEG Channel Selection for Nonconvulsive Seizure Analysis. DSP Ying Wang, Xi Long, Hans van Dijk, Ronald M. Aarts, Johan B. A. M. Arends
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	—	`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
2017	C	`conf`	Actigraphy-based sleep/wake detection for insomniacs. BSN Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2017	J	`jnl`	Cardiorespiratory Sleep Stage Detection Using Conditional Random Fields. IEEE J. Biomed. Health Informatics Pedro Fonseca, Niek den Teuling, Xi Long, Ronald M. Aarts
2017	—	`conf`	Detecting Episodes of Brady- and Tachycardia Using Photo-plethysmography at the Wrist in Free-living Conditions. CinC Alberto G. Bonomi, Linda M. Eerikäinen, Fons Schipper, Ronald M. Aarts, Helma M. de Morree, Lukas R. C. Dekker
2017	J	`jnl`	Detection of Nocturnal Slow Wave Sleep Based on Cardiorespiratory Activity in Healthy Adults. IEEE J. Biomed. Health Informatics Xi Long, Pedro Fonseca, Ronald M. Aarts, Reinder Haakma, Jerome Rolink, Steffen Leonhardt
2017	J	`jnl`	Hybrid Optical Unobtrusive Blood Pressure Measurements. Sensors Guangfei Zhang, Caifeng Shan, Ihor Kirenko, Xi Long, Ronald M. Aarts
2017	J	`jnl`	Reduction of Periodic Motion Artifacts in Photoplethysmography. IEEE Trans. Biomed. Eng. Ralph W. C. G. R. Wijshoff, Massimo Mischi, Ronald M. Aarts
2017	J	`jnl`	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. Illapha Cuba Gyllensten, Amanda Crundall-Goode, Ronald M. Aarts, Kevin M. Goode
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`	Atrial Fibrillation Detection Using Photo-plethysmography and Acceleration Data at the Wrist. CinC Alberto G. Bonomi, Fons Schipper, Linda M. Eerikäinen, Jenny Margarito, Ronald M. Aarts, Saeed Babaeizadeh, Helma M. de Morree, Lukas R. C. Dekker
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`	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. Xi Long, Reinder Haakma, Tim R. M. Leufkens, Pedro Fonseca, Ronald M. Aarts
2015	—	`conf`	Improving sleep/wake detection via boundary adaptation for respiratory spectral features. EMBC Xi Long, Reinder Haakma, Jerome Rolink, Pedro Fonseca, Ronald M. Aarts
2015	J	`jnl`	Photoplethysmography-Based Algorithm for Detection of Cardiogenic Output During Cardiopulmonary Resuscitation. IEEE Trans. Biomed. Eng. 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
2015	—	`conf`	Sleep apnea detection using time-delayed heart rate variability. EMBC Marina-Marinela Nano, Xi Long, Jan Werth, Ronald M. Aarts, Richard Heusdens
2014	—	`conf`	A wearable monitoring system for nocturnal epileptic seizures. ISMICT Constantin Ungureanu, Vinh T. Bui, Wouter Roosmalen, Ronald M. Aarts, Johan B. A. M. Arends, Richard Verhoeven, Johan J. Lukkien
2014	J	`jnl`	Analyzing respiratory effort amplitude for automated sleep stage classification. Biomed. Signal Process. Control. Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2014	—	`conf`	Automatic detection of overnight deep sleep based on heart rate variability: A preliminary study. EMBC Xi Long, Pedro Fonseca, Reinder Haakma, Jérôme Foussier, Ronald M. Aarts
2014	J	`jnl`	PVR system design of advanced video navigation reinforced with audible sound. IEEE Trans. Consumer Electron. Onno Eerenberg, Ronald M. Aarts, Peter H. N. de With
2014	—	`conf`	Removal of Gradient Artefacts during Transient Head Movements for Continuous EEG-fMRI. BIOSIGNALS José L. Ferreira, Ronald M. Aarts, Pierre J. M. Cluitmans
2014	J	`jnl`	Sleep and Wake Classification With Actigraphy and Respiratory Effort Using Dynamic Warping. IEEE J. Biomed. Health Informatics Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts
2014	J	`jnl`	Spectral Boundary Adaptation on Heart Rate Variability for Sleep and Wake Classification. Int. J. Artif. Intell. Tools Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier
2013	—	`conf`	Detection of Sharp Wave Activity in Biological Signals using Differentiation between Consecutive Samples. BIOSIGNALS José L. Ferreira, Pierre J. M. Cluitmans, Ronald M. Aarts
2013	—	`conf`	Low-complexity intrauterine pressure monitoring by Teager energy estimation. EMBC Michael Johannes Rooijakkers, Chiara Rabotti, S. Guid Oei, Ronald M. Aarts, Massimo Mischi
2013	—	`conf`	On the impact of arousals on the performance of sleep and wake classification using actigraphy. EMBC Pedro Fonseca, Xi Long, Jérôme Foussier, Ronald M. Aarts
2013	—	`conf`	Respiration amplitude analysis for REM and NREM sleep classification. EMBC Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2013	—	`conf`	Sensitivity of a Wearable Bioimpedance Monitor to Changes of Thoracic Fluid Content in Heart Failure and Hypertension Patients. CinC Silviu Dovancescu, Azam Torabi, Thato Mabote, Jennifer Caffarel, Emile Kelkboom, Ronald M. Aarts, Erik Korsten, John Cleland
2012	—	`conf`	Gradient Artefact Correction in the EEG Signal Recorded within the fMRI Scanner. BIOSIGNALS José L. Ferreira, Pierre J. M. Cluitmans, Ronald M. Aarts
2012	C	`conf`	Time-frequency analysis of heart rate variability for sleep and wake classification. BIBE Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier
2012	—	`conf`	Using dynamic time warping for sleep and wake discrimination. BHI Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts
2011	—	`conf`	Online BCI Implementation of High-Frequency Phase Modulated Visual Stimuli. HCI (6) Danhua Zhu, Gary Garcia Molina, Vojkan Mihajlovic, Ronald M. Aarts
2011	—	`ch.`	Predicting Daily Physical Activity in a Lifestyle Intervention Program. Behaviour Monitoring and Interpretation Xi Long, Steffen Pauws, Marten Pijl, Joyca Lacroix, Annelies Goris, Ronald M. Aarts
2010	J	`jnl`	A Survey of Stimulation Methods Used in SSVEP-Based BCIs. Comput. Intell. Neurosci. Danhua Zhu, Jordi Bieger, Gary Garcia Molina, Ronald M. Aarts
2010	J	`jnl`	Time-frequency analysis of accelerometry data for detection of myoclonic seizures. IEEE Trans. Inf. Technol. Biomed. Tamara M. E. Nijsen, Ronald M. Aarts, Pierre J. M. Cluitmans, Paul A. M. Griep
2008	J	`jnl`	Quantification of Regional Left Ventricular Dyssynchrony by Magnetic Resonance Imaging. IEEE Trans. Biomed. Eng. Massimo Mischi, Harrie van den Bosch, Annemieke H. M. Jansen, Mischa Sieben, Ronald M. Aarts, Hendrikus H. M. Korsten
2004	A*	`conf`	A 3-D Indoor Positioning Method using a Single Compact Base Station. PerCom Esko O. Dijk, Kees van Berkel, Ronald M. Aarts, Evert van Loenen
2004	J	`jnl`	Low-complexity tracking and estimation of frequency and amplitude of sinusoids. Digit. Signal Process. Ronald M. Aarts
2003	—	`conf`	Ultrasonic 3D Position Estimation Using a Single Base Station. EUSAI Esko O. Dijk, Kees van Berkel, Ronald M. Aarts, Evert van Loenen
2002	J	`jnl`	Efficient tracking of the cross-correlation coefficient. IEEE Trans. Speech Audio Process. Ronald M. Aarts, Roy Irwan, Augustus J. E. M. Janssen