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Research Output 1987 2020

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2020

Deep learning approach for ECG-based automated sleep state classification in preterm infants

Werth, J., Radha, M., Andriessen, P., Aarts, R. & Long, X., 1 Feb 2020, In : Biomedical Signal Processing and Control. 56, 10 p., 101663

Research output: Contribution to journalArticleAcademicpeer-review

Electrocardiography
Premature Infants
Sleep
Learning
Network architecture
2019

A broadband method of quantifying phase synchronization for discriminating seizure EEG signals

Wang, L., Long, X., Aarts, R. M., van Dijk, J. P. & Arends, J. B. A. M., 20 Jun 2019, In : Biomedical Signal Processing and Control. 52, p. 371-383 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Electroencephalography
Synchronization
Seizures
Recurrence
Brain

Automated preterm infant sleep staging using capacitive electrocardiography

Werth, J., Serteyn, A., Andriessen, P., Aarts, R. & Long, X., 4 Jun 2019, In : Physiological Measurement. 40, 5, 14 p., 055003

Research output: Contribution to journalArticleAcademicpeer-review

Electrocardiography
Premature Infants
Sleep
Adhesives
Electrodes
Electroencephalography
Intellectual Disability
Seizures
Population
Detectors
1 Citation (Scopus)

Estimating blood pressure trends and the nocturnal dip from photoplethysmography

Radha, M., de Groot, K., Rajani, N., Wong, C. C. P., Kobold, N., Vos, V., Fonseca, P., Mastellos, N., Wark, P. A., Velthoven, N., Haakma, R. & Aarts, R. M., 25 Feb 2019, In : Physiological Measurement. 40, 2, 14 p., 025006

Research output: Contribution to journalArticleAcademicpeer-review

Photoplethysmography
Blood pressure
Blood Pressure
Long-Term Memory
Short-Term Memory
2 Citations (Scopus)

Finger and forehead photoplethysmography-derived pulse-pressure variation and the benefits of baseline correction

Sun, S., Peeters, W., Bezemer, R., Long, X., Paulussen, I. W. F., Aarts, R. M. & Noordergraaf, G. J., 1 Feb 2019, In : Journal of Clinical Monitoring and Computing. 33, 1, p. 65–75

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Photoplethysmography
Forehead
Fingers
Blood Pressure
Pulse

Sleep stage classification from heart-rate variability using long short-term memory neural networks

Radha, M., Fonseca, P., Moreau, A., Ross, M., Cerny, A., Anderer, P., Long, X. & Aarts, R., 2 Oct 2019, In : Scientific Reports. 9, 11 p., 14149

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Neural networks
Ergonomics
Sleep
Long short-term memory
Classifiers
2018
6 Citations (Scopus)

A comparison of probabilistic classifiers for sleep stage classification

Fonseca, P., Den Teuling, N., Long, X. & Aarts, R. M., 15 May 2018, In : Physiological Measurement. 39, 5, 15 p., 055001

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Sleep Stages
Obstructive Sleep Apnea
Classifiers
Sleep
Polysomnography
9 Citations (Scopus)

Atrial fibrillation detection using a novel cardiac ambulatory monitor based on photo-plethysmography at the wrist

Bonomi, A. G., Schipper, F., Eerikäinen, L. M., Margarito, J., van Dinther, R., Muesch, G., de Morree, H. M., Aarts, R. M., Babaeizadeh, S., McManus, D. D. & Dekker, L. R. C., 1 Aug 2018, In : Journal of the American Heart Association. 7, 15, 17 p., e009351

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Plethysmography
Wrist
Atrial Fibrillation
Electric Countershock
Electrocardiography
4 Citations (Scopus)

Comparison between electrocardiogram- and photoplethysmogram-derived features for atrial fibrillation detection in free-living conditions

Eerikäinen, L. M., Bonomi, A. G., Schipper, F., Dekker, L. R. C., Vullings, R., de Morree, H. M. & Aarts, R. M., 8 Aug 2018, In : Physiological Measurement. 39, 8, 084001

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Photoplethysmography
Social Conditions
Electrocardiography
Atrial Fibrillation
Entropy
Open Access
File
Comb and Wattles
Electroencephalography
Comb filters
Artifacts
Bandwidth
2017

Arterial path selection to measure pulse wave velocity as a surrogate marker of blood pressure

Radha, M., Zhang, G., Gelissen, J., de Groot, K., Haakma, R. & Aarts, R. M., 8 Feb 2017, In : Biomedical Physics & Engineering Express. 3, 1, p. 1-10 10 p., 015022

Research output: Contribution to journalArticleAcademicpeer-review

Pulse Wave Analysis
Biomarkers
Blood Pressure
Fingers
Calibration
8 Citations (Scopus)

Cardiorespiratory sleep stage detection using conditional random fields

Fonseca, P., den Teuling, N. G. P., Long, X. & Aarts, R. M., 1 Jul 2017, In : IEEE Journal of Biomedical and Health Informatics. 21, 4, p. 956-966 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Sleep Stages
Healthy Volunteers
Sleep
Classifiers
Plethysmography
2 Citations (Scopus)

Comparison of cardiac magnetic resonance imaging and bio-impedance spectroscopy for the assessment of fluid displacement induced by external leg compression

Saporito, S., Dovancescu, S., Herold, I. H. F., van den Bosch, H. C. M., van Assen, H. C., Aarts, R. M., Korsten, H. H. M. & Mischi, M., 1 Jan 2017, In : Physiological Measurement. 38, 1, p. 15-32 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Dielectric Spectroscopy
Magnetic resonance
Leg
Compaction
Thorax
4 Citations (Scopus)

Detection of nocturnal slow wave sleep based on cardiorespiratory activity in healthy adults

Long, X., Fonseca, P., Aarts, R. M., Haakma, R., Rolink, J. & Leonhardt, S., 2017, In : IEEE Journal of Biomedical and Health Informatics. 21, 1, p. 123 - 133

Research output: Contribution to journalArticleAcademicpeer-review

Sleep
Polysomnography
Sleep Stages
Physiology
Artifacts
13 Citations (Scopus)

EEG analysis of seizure patterns using visibility graphs for detection of generalized seizures

Wang, L., Long, X., Arends, J. B. A. M. & Aarts, R. M., 1 Oct 2017, In : Journal of Neuroscience Methods. 290, p. 85-94 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Electroencephalography
Seizures
Intellectual Disability
Benchmarking
Entropy
5 Citations (Scopus)

Hybrid optical unobtrusive blood pressure measurements

Zhang, G., Shan, C., Kirenko, I., Long, X. & Aarts, R. M., 1 Jul 2017, In : Sensors. 17, 7, p. 1-15 15 p., 1541

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
blood pressure
Photoplethysmography
Blood pressure
pressure measurement
Pressure measurement
5 Citations (Scopus)

Measures of cardiovascular autonomic activity in insomnia disorder : a systematic review

Nano, M., Fonseca, P., Vullings, R. & Aarts, R. M., 23 Oct 2017, In : PLoS ONE. 12, 10, p. 1-31 0186716

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
systematic review
Sleep Initiation and Maintenance Disorders
Electroencephalography
Association reactions
Blood pressure

Monitoring thoracic fluid content using bioelectrical impedance spectroscopy and Cole modeling

Dovancescu, S., Saporito, S., Herold, I. H. F., Korsten, H. H. M., Aarts, R. M. & Mischi, M., 2017, In : Journal of Electrical Bioimpedance. 8, 1, p. 107-115

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Dielectric Spectroscopy
Electric Impedance
Thorax
Impedance Cardiography
Leg
2 Citations (Scopus)

On algorithms for calculating arterial pulse pressure variation during major surgery

Sun, S., Peeters, W. H., Bezemer, R., Long, X., Paulussen, I., Aarts, R. M. & Noordergraaf, G. J., 28 Nov 2017, In : Physiological Measurement. 38, 12, p. 2101-2121 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Surgery
Arterial Pressure
Blood Pressure
Blood pressure
Hemodynamics
24 Citations (Scopus)

Reduction of periodic motion artifacts in photoplethysmography

Wijshoff, R. W. C. G. R., Mischi, M. & Aarts, R. M., Jan 2017, In : IEEE Transactions on Biomedical Engineering. 64, 1, p. 196-207

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Photoplethysmography
Resuscitation
Exercise equipment
Interferometry
Signal to noise ratio
3 Citations (Scopus)

Simulated case management of home telemonitoring to assess the impact of different alert algorithms on work-load and clinical decisions

Cuba Gyllensten, I. G. L., Crundall-Goode, A., Aarts, R. M. & Goode, K., 17 Jan 2017, In : BMC Medical Informatics and Decision Making. 17, 1, 11 p., 11

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Case Management
Workload
Electric Impedance
Heart Failure
Weights and Measures
3 Citations (Scopus)

Unobtrusive assessment of neonatal sleep state based on heart rate variability retrieved from electrocardiography used for regular patient monitoring

Werth, J. V. S. W., Long, X., Zwartkruis-Pelgrim, E., Niemarkt, H. J., Chen, W., Aarts, R. M. & Andriessen, P., 1 Oct 2017, In : Early Human Development. 113, p. 104-113 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Physiologic Monitoring
Sleep
Electrocardiography
Heart Rate
Premature Infants
24 Citations (Scopus)

Unobtrusive sleep state measurements in preterm infants - A review

Werth, J. V. S. W., Atallah, L., Andriessen, P., Long, X., Zwartkruis-Pelgrim, E. & Aarts, R. M., 2017, In : Sleep Medicine Reviews. 32, p. 109-122 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Premature Infants
Sleep
Polysomnography
Brain
Adhesives
12 Citations (Scopus)

Validation of photoplethysmography-based sleep staging compared with polysomnography in healthy middle-aged adults

Fonseca, P., Weysen, T., Goelema, M. S., Møst, E., Radha, M., Lunsingh Scheurleer, C. F. W., van den Heuvel, L. & Aarts, R. M., 1 Jul 2017, In : Sleep. 40, 7, zsx097

Research output: Contribution to journalArticleAcademicpeer-review

Photoplethysmography
Polysomnography
Actigraphy
Sleep
Sleep Stages
2016
3 Citations (Scopus)

A method to adapt thoracic impedance based on chest geometry and composition to assess congestion in heart failure patients

Cuba-Gyllensten, I., Gastelurrutia, P., Bonomi, A. G., Riistama, J., Bayes-Genis, A. & Aarts, R. M., 1 Jun 2016, In : Medical Engineering & Physics. 38, 6, p. 538-546 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Electric Impedance
Thorax
Heart Failure
Geometry
Fluids
19 Citations (Scopus)

Atrial fibrillation detection using photo-plethysmography and acceleration data at the wrist

Bonomi, A. G., Schipper, F., Eerikäinen, L. M., Margarito, J., Aarts, R. M., Babaeizadeh, S., de Morree, H. M. & Dekker, L. R. C., 2016, In : Computing in Cardiology. 43, p. 277-280

Research output: Contribution to journalArticleAcademic

Open Access
File
Photoplethysmography
Plethysmography
Wrist
Atrial Fibrillation
Electrocardiography
1 Citation (Scopus)

Efficient approximation of the Struve functions Hn occurring in the calculation of sound radiation quantaties

Aarts, R. M. & Janssen, A. J. E. M., Dec 2016, In : Journal of the Acoustical Society of America. 140, 6, p. 4154-4160 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
5 Citations (Scopus)

Estimating actigraphy from motion artifacts in ECG and respiratory effort signals

Fonseca, P., Aarts, R. M., Long, X., Rolink, J. & Leonhardt, S., 1 Jan 2016, In : Physiological Measurement. 37, 1, p. 67-82 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Plethysmography
Actigraphy
Electrocardiography
Inductance
Artifacts

Gradient artefact correction and evaluation of the EEG recorded simultaneously with fMRI data using optimised moving-average.

Ferreira, J. L., Wu, Y., Besseling, R. M. H., Lamerichs, R. M. J. N. & Aarts, R. M., Jun 2016, In : Journal of Medical Engineering. 2016, p. 1-17 9614323

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Electroencephalography
Magnetic resonance imaging
Magnetic Resonance Imaging
11 Citations (Scopus)

Reduction of false arrhythmia alarms using signal selection and machine learning

Eerikäinen, L. M., Vanschoren, J., Rooijakkers, M. J., Vullings, R. & Aarts, R. M., 2016, In : Physiological Measurement. 37, 8, p. 1204-1216

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Learning systems
Cardiac Arrhythmias
Electrocardiography
Noise
Ventricular Flutter
7 Citations (Scopus)

Systolic blood pressure estimation using PPG and ECG during physical exercise

Sun, S., Bezemer, R., Long, X., Muehlsteff, J. & Aarts, R. M., 14 Nov 2016, In : Physiological Measurement. 37, 12, p. 2154-2169 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Photoplethysmography
Blood pressure
Electrocardiography
Exercise
Blood Pressure
2 Citations (Scopus)

Wearable vest for pulmonary congestion tracking and prognosis in heart failure: A pilot study

Gastelurrutia, P., Cuba-Gyllensten, I., Lupon, J., Zamora, E., Llibre, C., Caballero, Á., Riistama, J., Aarts, R. & Bayes-Genis, A., 15 Jul 2016, In : International Journal of Cardiology. 215, p. 77-79 3 p.

Research output: Contribution to journalArticleAcademicpeer-review

2015
7 Citations (Scopus)
Open Access
File
Multilevel Analysis
Sleep
Sleep Stages
Demography
Physiology
1 Citation (Scopus)

Erratum: Measuring dissimilarity between respiratory effort signals based on uniform scaling for sleep staging (2014 Physiol. Meas. 35 2539)

Long, X., Yang, J., Weysen, T., Haakma, R., Foussier, J., Fonseca, P. & Aarts, R. M., 2015, In : Physiological Measurement. 36, 3, p. 625-625 1 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Sleep
Respiration
Manuscripts
Sleep Stages
Typesetting
9 Citations (Scopus)

Photoplethysmography-based algorithm for detection of cardiogenic output during cardiopulmonary resuscitation

Wijshoff, R. W. C. G. R., Asten, van, A. M. T. M., Peeters, W. H., Bezemer, R., Noordergraaf, G. J., Mischi, M. & Aarts, R. M., 2015, In : IEEE Transactions on Biomedical Engineering. 62, 3, p. 909-921 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Photoplethysmography
Resuscitation
Blood
46 Citations (Scopus)

Sleep stage classification with ECG and respiratory effort

Fonseca, P., Long, X., Radha, M., Haakma, R., Aarts, R. M. & Rolink, J., 2015, In : Physiological Measurement. 36, 10, p. 2027-2040 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Sleep Stages
REM Sleep
Electrocardiography
Sleep
Eye movements
11 Citations (Scopus)

Time delay between cardiac and brain activity during sleep transitions

Long, X., Arends, J. B. A. M., Aarts, R. M., Haakma, R., Fonseca, P. & Rolink, J., 2015, In : Applied Physics Letters. 106, 14, p. 143702-1/4 4 p., 143702

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
sleep
brain
time lag
eye movements
wakes
15 Citations (Scopus)

Using photoplethysmography in heart rate monitoring of patients with epilepsy

Andel, van, J., Ungureanu, C., Aarts, R. M., Leijten, F. & Arends, J. B. A. M., 2015, In : Epilepsy and Behavior. 45, April, p. 142-145

Research output: Contribution to journalArticleAcademicpeer-review

Photoplethysmography
Physiologic Monitoring
Epilepsy
Heart Rate
Artifacts
2014
42 Citations (Scopus)

Analyzing respiratory effort amplitude for automated sleep stage classification

Long, X., Foussier, J., Fonseca, P., Haakma, R. & Aarts, R. M., 2014, In : Biomedical Signal Processing and Control. 14, p. 197-205 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Sleep Stages
Sleep
REM Sleep
Eye movements
Tidal Volume
1 Citation (Scopus)

An electro-acoustic implementation of Tibetan bowls : acoustics and perception

Aarts, R. M., Ouweltjes, O. & Bulut, M., 2014, In : Noise & Vibration Worldwide. 45, 1, p. 12-23 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Acoustics
Acoustic waves
acoustics
Electroencephalography
Skin
15 Citations (Scopus)

A novel low-complexity post-processing algorithm for precise QRS localization

Fonseca, P., Aarts, R. M., Foussier, J. & Long, X., 2014, In : SpringerPlus. 3, 13 p., 376

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Processing
Jitter
Detectors
Electrocardiography
Sampling
7 Citations (Scopus)

A novel wearable vest for tracking pulmonary congestion in acutely decompensated heart failure : pilot study

Cuba Gyllensten, I., Gastelurrutia, P., Riistama, J., Aarts, R. M., Nunez, J., Lupon, J. & Bayes-Genis, A., 2014, In : International Journal of Cardiology. 177, p. 199-201 3 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
18 Citations (Scopus)

Low-complexity intrauterine pressure estimation using the Teager energy operator on electrohysterographic recordings

Rooijakkers, M. J., Rabotti, C., Oei, S. G., Aarts, R. M. & Mischi, M., 2014, In : Physiological Measurement. 35, 7, p. 1215-1228

Research output: Contribution to journalArticleAcademicpeer-review

Mathematical operators
Pressure
Uterine Monitoring
Monitoring
Signal analysis
20 Citations (Scopus)

Measuring dissimilarity between respiratory effort signals based on uniform scaling for sleep staging

Long, X., Yang, J., Weysen, T., Haakma, R., Foussier, J., Fonseca, P. & Aarts, R. M., 2014, In : Physiological Measurement. 35, 12, p. 2529-2542

Research output: Contribution to journalArticleAcademicpeer-review

Sleep
REM Sleep
Sleep Stages
Eye movements
Light
13 Citations (Scopus)

Modeling cardiorespiratory interaction during human sleep with complex networks

Long, X., Fonseca, P., Aarts, R. M., Haakma, R. & Foussier, J., 2014, In : Applied Physics Letters. 105, 20, p. 203701 4 p., 203701

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
sleep
interactions
visibility
autonomic nervous system
eye movements
1 Citation (Scopus)

PVR system design of advanced video navigation reinforced with audible sound

Eerenberg, O., Aarts, R. & De With, P. N., 1 Nov 2014, In : IEEE Transactions on Consumer Electronics. 60, 4, p. 681-689 9 p., 7027343

Research output: Contribution to journalArticleAcademicpeer-review

Video recording
Decoding
Navigation
Systems analysis
Acoustic waves
47 Citations (Scopus)

Sleep and wake classification with actigraphy and respiratory effort using dynamic warping

Long, X., Fonseca, P., Foussier, J., Haakma, R. & Aarts, R. M., 2014, In : IEEE Journal of Biomedical and Health Informatics. 18, 4, p. 1272-1284 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Actigraphy
Sleep
Classifiers
Electrocardiography
Healthy Volunteers
17 Citations (Scopus)

Spectral boundary adaptation on heart rate variability for sleep and wake classification

Long, X., Fonseca, P., Haakma, R., Aarts, R. M. & Foussier, J., 2014, In : International Journal on Artificial Intelligence Tools. 23, 3, p. 1460002 20 p., 1460002

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Frequency bands
Sleep
Electrocardiography
Feature extraction
Experiments
1 Citation (Scopus)

Towards tailored physical activity health intervention : predicting dropout participants

Long, X., Pijl, M., Pauws, S. C., Lacroix, J., Goris, A. H. C. & Aarts, R. M., 2014, In : Health and Technology. 4, 3, p. 273-287 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Postal Service
Accelerometers
Energy Metabolism
Classifiers
Health