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Research Output

2020

Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs

Sun, Y., Kommers, D., Tan, T., Wang, W., Long, X., Shan, C., van Pul, C., Aarts, R. M., Andriessen, P. & de With, P. H. N., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, Vol. 11314. 8 p. 11314. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

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

Deep learning approach for ECG-based automatic 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

Detecting atrial fibrillation and atrial flutter in daily life using photoplethysmography data

Eerikäinen, L. M., Bonomi, A. G., Schipper, F., Dekker, L. R. C., de Morree, H. M., Vullings, R. & Aarts, R. M., Jun 2020, In : IEEE Journal of Biomedical and Health Informatics. 24, 6, p. 1610-1618 9 p., 8890854.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

False alarms reduction in non-convulsive status epilepticus detection via continuous EEG analysis

Wang, Y., Long, X., van Dijk, J. P., Aarts, R. M., Wang, L. & Arends, J. B. A. M., May 2020, In : Physiological Measurement. 41, 5, 14 p., 055009.

Research output: Contribution to journalArticleAcademicpeer-review

Lying awake at night: cardiac autonomic activity in relation to sleep onset and maintenance

Nano, M., Fonseca, P., Overeem, S., Vullings, R. & Aarts, R. M., 15 Jan 2020, In : Frontiers in Neuroscience. 13, 13 p., 1405.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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12 Downloads (Pure)

Novel framework: face feature selection algorithm for neonatal facial and related attributes recognition

Awais, M., Chen, C., Long, X., Yin, B., Nawaz, A., Abbasi, S. F., Akbarzadeh, S., Tao, L., Lu, C., Wang, L., Aarts, R. M. & Chen, W., 23 Mar 2020, In : IEEE Access. 8, p. 59100-59113 14 p., 9044721.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
7 Downloads (Pure)
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

4 Citations (Scopus)
1 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

65 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

2 Citations (Scopus)
1 Downloads (Pure)

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., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 5995-5999 5 p. 8857597

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

2 Citations (Scopus)
1 Citation (Scopus)
4 Downloads (Pure)

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

4 Citations (Scopus)
1 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
8 Citations (Scopus)
39 Downloads (Pure)

How accurately can we detect atrial fibrillation using Photoplethysmography data measured in daily life?

Eerikäinen, L. M., Bonomi, A. G., Schipper, F., Dekker, L. R. C., Vullings, R., de Morree, H. M. & Aarts, R. M., 11 Sep 2019, Computing in Cardiology 2019. p. 1-4 4 p.

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

Open Access

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

Respiration monitoring for premature neonates in NICU

Sun, Y., Wang, W., Long, X., Meftah, M., Tan, T., Shan, C., Aarts, R. M. & de With, P. H. N., 2 Dec 2019, In : Applied Sciences. 9, 23, 11 p., 5246.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
20 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
1 Citation (Scopus)
119 Downloads (Pure)

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

2018

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
11 Citations (Scopus)
70 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
17 Citations (Scopus)
61 Downloads (Pure)

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

1 Citation (Scopus)

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
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9 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
10 Citations (Scopus)
43 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
1 Citation (Scopus)
106 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. 8743841. (Computing in Cardiology; vol. 45).

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

Open Access
1 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
7 Downloads (Pure)
2017

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. 7935711

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

Open Access
File
3 Citations (Scopus)
179 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
8 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

1 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 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
10 Citations (Scopus)
250 Downloads (Pure)
Open Access
File
149 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

3 Citations (Scopus)
1 Downloads (Pure)

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
5 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 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)
4 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
74 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

17 Citations (Scopus)
4 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
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
7 Citations (Scopus)
111 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
10 Citations (Scopus)
78 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
3 Citations (Scopus)
77 Downloads (Pure)

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

2 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 12 p., 7451256.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
31 Citations (Scopus)
280 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
3 Citations (Scopus)
60 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
9 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
12 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
9 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
38 Downloads (Pure)

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

5 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., 1 Apr 2017, In : Sleep Medicine Reviews. 32, p. 109-122 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

30 Citations (Scopus)
4 Downloads (Pure)