Research Output per year
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Research Output 2004 2019
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., 025006Research output: Contribution to journal › Article › Academic › peer-review
Photoplethysmography
Blood pressure
Blood Pressure
Long-Term Memory
Short-Term Memory
Improving sleep/wake classification with recurrence quantification analysis features
Rolink, J., Fonseca, P., Long, X. & Leonhardt, S., Mar 2019, In : Biomedical Signal Processing and Control. 49, p. 78-86Research output: Contribution to journal › Article › Academic › peer-review
Sleep
Recurrence
Electrocardiography
Heart Rate
Actigraphy
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., 14149Research output: Contribution to journal › Article › Academic › peer-review
Open Access
File
Neural networks
Ergonomics
Sleep
Long short-term memory
Classifiers
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., 055001Research output: Contribution to journal › Article › Academic › peer-review
Open Access
File
Sleep Stages
Obstructive Sleep Apnea
Classifiers
Sleep
Polysomnography
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. 8512534Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Sleep
Healthy Volunteers
Polysomnography
Wakefulness
Sleep Stages