J.W.M. Bergmans

Eindhoven University of Technology — Netherlands

Engineering · Physical Sciences

34h-index3.9kcitations238works3.82yr avg
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Research Topics

Advanced Wireless Communication Techniques(49), Non-Invasive Vital Sign Monitoring(45), Blind Source Separation Techniques(38), Cellular Automata and Applications(38), ECG Monitoring and Analysis(37)

Publications238 total

Camera-based respiration rate monitoring using informative frame extraction
Biomedical Signal Processing and Control·2025· 1 citedOpen Access
Camera-Based Continuous Heart and Respiration Rate Monitoring in the ICU
Applied Sciences·2025· 4 citedOpen Access
Accuracy of remote, video-based supraventricular tachycardia detection in patients undergoing elective electrical cardioversion: a prospective cohort
Journal of Clinical Monitoring and Computing·2025· 2 citedOpen Access
Early prediction of gestational diabetes mellitus using maternal demographic and clinical risk factors
BMC Research Notes·2024· 8 citedOpen Access
Video health monitoring for cardiac arrhythmia detection in a real hospital scenario
2023· 4 cited
Respiration extraction and atrial fibrillation detection from clinical data based on single RGB camera
2023· 1 citedOpen Access
Remote PPG for heart rate monitoring: lighting conditions and camera shutter time
TU/e Research Portal·2021· 4 citedOpen Access
D5.2: Report on the Results of the Focus Group Interviews
2021· 1 citedOpen Access
Wearable monitoring of sleep-disordered breathing: estimation of the apnea–hypopnea index using wrist-worn reflective photoplethysmography
Scientific Reports·2020· 91 citedOpen Access
Respiratory activity extracted from wrist-worn reflective photoplethysmography in a sleep-disordered population
Physiological Measurement·2020· 24 citedOpen Access
Go-With-the-Flow Swarm Sensing in Inaccessible Viscous Media
IEEE Sensors Journal·2019· 5 citedOpen Access
Estimation of the apnea-hypopnea index in a heterogeneous sleep-disordered population using optimised cardiovascular features
Scientific Reports·2019· 21 citedOpen Access
Protocol of the SOMNIA project: an observational study to create a neurophysiological database for advanced clinical sleep monitoring
BMJ Open·2019· 63 citedOpen Access
Doppler Ultrasound Technology for Fetal Heart Rate Monitoring: A Review
IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control·2019· 99 citedOpen Access
Fetal Heart Rate Monitoring Implemented by Dynamic Adaptation of Transmission Power of a Flexible Ultrasound Transducer Array
Sensors·2019· 30 citedOpen Access
An Extended Kalman Filter for Fetal Heart Location Estimation During Doppler-Based Heart Rate Monitoring
IEEE Transactions on Instrumentation and Measurement·2018· 20 citedOpen Access
Sinus or not: a new beat detection algorithm based on a pulse morphology quality index to extract normal sinus rhythm beats from wrist-worn photoplethysmography recordings
Physiological Measurement·2018· 31 citedOpen Access
Fetal Heart Rate Measurements of Twins Using a Single Flexible Transducer Matrix
2018· 2 cited
Neu3CA-RT: A framework for real-time fMRI analysis
Psychiatry Research Neuroimaging·2018· 15 citedOpen Access
Hierarchical Probabilistic Framework for Fetal R-Peak Detection, Using ECG Waveform and Heart Rate Information
IEEE Transactions on Signal Processing·2018· 40 citedOpen Access
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Frequent Co-authors

Rik Vullings(18), S. Guid Oei(13), Massimo Mischi(11), Judith O. E. H. van Laar(7), Chiara Rabotti(5), Pedro Fonseca(5), Sebastiaan Overeem(5), F.M.J. Willems(4), Jean‐Paul M. G. Linnartz(4), Gabriele B. Papini(4), Paul Boon(4), Hongming Yang(4), T.C.W. Schenk(4), Yan Wu(3), Merel M. van Gilst(3), Debby Klooster(3), Albert P. Aldenkamp(3), René M.H. Besseling(3), Antoine Bernas(3), G. J. J. Warmerdam(3)