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Fingerprint Dive into the research topics where Mustafa Radha is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 5 Similar Profiles
Sleep Medicine & Life Sciences
Photoplethysmography Medicine & Life Sciences
Sleep Stages Medicine & Life Sciences
Polysomnography Medicine & Life Sciences
Electrocardiography Engineering & Materials Science
Long-Term Memory Medicine & Life Sciences
Blood Pressure Medicine & Life Sciences
Short-Term Memory Medicine & Life Sciences

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Research Output 2014 2020

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

Premature Infants
Network architecture
1 Citation (Scopus)
1 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

Blood pressure
Blood Pressure
Long-Term Memory
Short-Term Memory
1 Citation (Scopus)
80 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
Long-Term Memory
Sleep Stages
Short-Term Memory
2 Downloads (Pure)

Heart rate variability-based sleep staging in healthy subjects and patients with sleep disorders

Fonseca, P., Radha, M., Ross, M., Moreau, A., Cerny, A., Overeem, S. & Anderer, P., Sep 2018, In : Journal of Sleep Research. 27, S1, 1 p., P387.

Research output: Contribution to journalMeeting AbstractAcademic

Open Access

Student theses

Ambient-light and sonification feedback to support home-based resistance training for normo- and pre-hypertensive individuals

Author: den Boer, N., 29 Mar 2018

Supervisor: Radha, M. (Supervisor 1), Willemsen, M. (Supervisor 2) & IJsselsteijn, W. (Supervisor 2)

Student thesis: Master


Autoregressive neural networks to model electroencephalograpy signals

Author: Diaz Mendoza, J., 28 Oct 2019

Supervisor: Vanschoren, J. (Supervisor 1), Pfundtner, S. (External person) (External coach) & Radha, M. (External coach)

Student thesis: Master

IRT-based lifestyle coaching for hypertension management

Author: Boerhof, M., 31 Dec 2015

Supervisor: Willemsen, M. (Supervisor 1), IJsselsteijn, W. (Supervisor 2) & Radha, M. (Supervisor 2)

Student thesis: Master


Surrogate blood pressure monitoring using contact sensors

Author: Kumar, P., 30 Aug 2016

Supervisor: Aarts, R. (Supervisor 1) & Radha, M. (External coach)

Student thesis: Master