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Research Output 1987 2020

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
2 Citations (Scopus)
1 Downloads (Pure)

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
2 Downloads (Pure)

Adaptive EEG channel selection for nonconvulsive seizure analysis

Wang, Y., Long, X., van Dijk, H., Aarts, R. & Arends, J., 31 Jan 2019, 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018. Piscataway: Institute of Electrical and Electronics Engineers, 5 p. 8631844

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electroencephalography
Brain
Monitoring
1 Citation (Scopus)
1 Downloads (Pure)

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

Automatic and continuous discomfort detection for premature infants in a NICU using video-based motion analysis

Sun, Y., Kommers, D., Wang, W., Joshi, R., Shan, C., Tan, T., Aarts, R. M., Pul, C. V., Andriessen, P. & With, P. H. N. D., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Piscataway: Institute of Electrical and Electronics Engineers, p. 5995-5999 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Optical flows
Support vector machines
Classifiers
Trajectories
Monitoring
4 Downloads (Pure)
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., 26 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
3 Citations (Scopus)
22 Downloads (Pure)

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., 15 Feb 2019, In : Journal of Clinical Monitoring and Computing. 33, 1, p. 65–75 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Photoplethysmography
Forehead
Fingers
Pulse
Blood Pressure

Non-convulsive status epilepticus detection

Wang, Y., Long, X., van Dijk, J. P., Lazeron, R. H. C., Aarts, R. M. & Arends, J. B. A. M., 2019.

Research output: Contribution to conferenceAbstractAcademic

Electroencephalography
Intensive care units
Monitoring
Electrocardiography
Brain
70 Downloads (Pure)

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
Long-Term Memory
Sleep Stages
Short-Term Memory
Sleep
Polysomnography

Visibility graph methods in nonconvulsive seizure detection

Du, H., Wang, Y., Long, X., Arends, J. B. A. M., van Dijk, J. P. & Aarts, R. M., 2019, (Unpublished).

Research output: Contribution to conferenceAbstractAcademic

Electroencephalography
Visibility
2018
7 Citations (Scopus)
51 Downloads (Pure)

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)
44 Downloads (Pure)

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

Autonomic cardiac activity in adults with short and long sleep onset latency

Nano, M. M., Fonseca, P., Overeem, S., Vullings, R. & Aarts, R. M., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 1448-1451 4 p. 8512534

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Sleep
Frequency bands
Healthy Volunteers
Frequency domain analysis
Polysomnography
6 Downloads (Pure)

Breath pacing device and method for packing the respiratory activity of a subject

Krans, J., van de Sluis, B., Vogt, J., Aarts, R. M., Tijs, T., Mulder, B. A., Dillen, P., Angelis, G. Z., Raymann, R., Zwartkruis-Pelgrim, P., Du, J., Brada, Y. & van den Boogaard, M., 26 Jun 2018, Patent No. US10004454, 16 Nov 2011

Research output: PatentPatent publication

Open Access
File
Patents and inventions
4 Citations (Scopus)
12 Downloads (Pure)

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
68 Downloads (Pure)

Enhancement of the comb filtering selectivity using iterative moving average for periodic waveform and harmonic elimination

Ferreira, J. L., Wu, Y. & Aarts, R. M., 1 Feb 2018, In : Journal of Healthcare Engineering. 2018, 14 p., 7901502.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Comb and Wattles
Electroencephalography
Comb filters
Artifacts
Bandwidth
1 Downloads (Pure)

Force-interval relationships of the heart measured with photoplethysmography during atrial fibrillation

Eerikäinen, L. M., Bonomi, A., Dekker, L., Schipper, F., Vullings, R. & M. Aarts, R., 30 Dec 2018, 45th Computing in Cardiology Conference, CinC 2018. p. 1-4 4 p. (Computing in Cardiology; vol. 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
Photoplethysmography
Atrial Fibrillation
Heart Failure
Blood Volume
Wrist
4 Downloads (Pure)

Method and apparatus for selection of content from a stream of data

Nagorski, I. G., Nesvadba, J. A. D. & Aarts, R. M., 29 May 2018, Patent No. US9986306, 13 Sep 2017

Research output: PatentPatent publication

Open Access
File
Networks (circuits)
2017
2 Citations (Scopus)
152 Downloads (Pure)

Actigraphy-based sleep/wake detection for insomniacs

Long, X., Fonseca, P., Haakma, R. & Aarts, R. M., 1 Jun 2017, 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN'17), 9-12 May 2017, Eindhoven, The Netherlands . Piscataway: Institute of Electrical and Electronics Engineers, p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Classifiers
Sleep
5 Downloads (Pure)

Actigraphy methods and apparatuses

Ferreira dos santos da Fonseca, P. M., Haakma, R., Aarts, R. M. & Long, X., 21 Nov 2017, Patent No. US9820698B2, Priority date 6 Nov 2015, Priority No. US201514934255 20151106

Research output: PatentPatent publication

Open Access
File
1 Downloads (Pure)

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
4 Downloads (Pure)

Calibration methods between pulse wave velocity and blood pressure with PPG morphology

Radha, M. & Aarts, R. M., 26 Jan 2017.

Research output: Contribution to conferencePosterAcademic

Open Access
File
9 Citations (Scopus)
167 Downloads (Pure)

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
121 Downloads (Pure)
Open Access
File
2 Citations (Scopus)
1 Downloads (Pure)

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
1 Citation (Scopus)

Detecting episodes of brady- and tachycardia using photo-plethysmography at the wrist in free-living conditions

Bonomi, A. G., Eerikäinen, L. M., Schipper, F., Aarts, R. M., De Morree, H. M. & Dekker, L., 1 Jan 2017, In : Computing in Cardiology. 44, 4 p.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
Photoplethysmography
Plethysmography
Social Conditions
Bradycardia
Wrist
5 Citations (Scopus)
4 Downloads (Pure)

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
69 Downloads (Pure)

Dynamic brain networks measured by using phase synchronization across different seizure patterns

Wang, L., Long, X., Arends, J. B. A. M., van Dijk, J. & Aarts, R. M., Jan 2017. 1 p.

Research output: Contribution to conferencePosterAcademic

File
13 Citations (Scopus)
4 Downloads (Pure)

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
73 Downloads (Pure)

Functional connectivity network during seizure: a comparative study on phase synchronization measures

Wang, L., Long, X., Arends, J. B. A. M., van Dijk, J. & Aarts, R. M., May 2017.

Research output: Contribution to conferenceAbstractAcademic

Open Access
File
5 Citations (Scopus)
82 Downloads (Pure)

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)
57 Downloads (Pure)

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
heart rate
54 Downloads (Pure)

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
Acoustic impedance
Electric Impedance
Thorax
Spectroscopy
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
26 Citations (Scopus)
201 Downloads (Pure)

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)
48 Downloads (Pure)

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
6 Downloads (Pure)

System and method for cardiorespiratory sleep stage classification

Ferreira dos santos da Fonseca, P. M., Long, X., den Teuling, N. G. P., Haakma, R. & Aarts, R. M., 21 Dec 2017, IPC No. A61B 5/ 08 A I, Patent No. US20170360308, Priority date 10 Dec 2015, Priority No. US201515536680 20151210

Research output: PatentPatent publication

Open Access
File
User interfaces
Program processors
Sleep
Sensors
8 Downloads (Pure)

System and method for determining spectral boundaries for sleep stage classification

Long, X., Haakma, R., Ferreira dos santos da Fonseca, P. M. & Aarts, R. M., 21 Dec 2017, Patent No. US20170360361, Priority date 11 Dec 2014, Priority No. US201515533084 20151204

Research output: PatentPatent publication

Open Access
File
sleep
sensor
method
6 Downloads (Pure)

System and method for slow wave sleep detection

Ferreira dos santos da Fonseca, P. M., Long, X., den Teuling, N. G. P., Haakma, R. & Aarts, R. M., 21 Dec 2017, Patent No. US20170360363, Priority date 18 Dec 2014, Priority No. US201515536158 20151210

Research output: PatentPatent publication

Open Access
File
Sleep
Disclosure
27 Downloads (Pure)

The effect of sample duration on the robustness of pulse-pressure variation during ongoing surgery

Sun, S., Peeters, W., Bezemer, R., Long, X., Paulussen, I. W. F., Aarts, R. M. & Noordergraaf, G. J., Jun 2017, p. 143. 1 p.

Research output: Contribution to conferenceAbstractAcademic

Open Access
File
4 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
25 Citations (Scopus)
4 Downloads (Pure)

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
71 Downloads (Pure)

Using advanced PPG analysis to study sleep architecture in insomnia

Nano, M., Vullings, R., Fonseca, P., Overeem, S. & Aarts, R. M., 26 Jan 2017.

Research output: Contribution to conferencePosterAcademic

Open Access
File
6 Citations (Scopus)
54 Downloads (Pure)

Validating features for atrial fibrillation detection from photoplethysmogram under hospital and free-living conditions

Eerikäinen, L. M., Dekker, L., Bonomi, A. G., Vullings, R., Schipper, F., Margarito, J., de Morree, H. M. & Aarts, R. M., 1 Jan 2017, In : Computing in Cardiology. 44, p. 1-4 4 p.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
File
Photoplethysmography
Social Conditions
Atrial Fibrillation
Electrocardiography
Electric Countershock
13 Citations (Scopus)
1 Downloads (Pure)

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
Actigraphy
Polysomnography
Sleep
Sleep Stages
2016
16 Downloads (Pure)

Active sound reduction system and method

Booij, P. S., van Leest, A. J. & Aarts, R. M., 5 Jul 2016, Patent No. US9384727, Priority date 5 Jul 2016, Priority No. EP20090167433 20090807

Research output: PatentPatent publication

Open Access
File
microphones
acoustics
error signals
output
attenuation
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)
59 Downloads (Pure)

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
Electrocardiography
Atrial Fibrillation
16 Downloads (Pure)

Breast pump system

Johnson, M. T., van Schijndel, N. H., Thilwind, R. E., van Lieshout, M. I. & Aarts, R. M., 1 Nov 2016, Patent No. US9480783, Priority date 1 Nov 2016, Priority No. EP20080163968 20080909

Research output: PatentPatent publication

Open Access
File
Pumps
Milk