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Content available in repository
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical engineering, Master, University of Lisbon
… → 7 Jun 2004
External positions
Senior Scientist, Philips Research
1 Aug 2004 → …
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Dive into the research topics where Pedro Fonseca is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A generative foundation model for five-class sleep staging with arbitrary sensor input
Gorp, H. V., van Gilst, M. M., Fonseca, P., van Meulen, F. B., van Dijk, J. P., Overeem, S. & van Sloun, R. J. G., 9 Aug 2024, arXiv.org, 31 p.Research output: Working paper › Preprint › Academic
Open AccessFile -
A multi-task learning model using RR intervals and respiratory effort to assess sleep disordered breathing
Xie, J. (Corresponding author), Fonseca, P., van Dijk, J., Overeem, S. & Long, X., 5 May 2024, In: BioMedical Engineering Online. 23, 1, 16 p., 45.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile49 Downloads (Pure) -
A sleep stage estimation algorithm based on cardiorespiratory signals derived from a suprasternal pressure sensor
Cerina, L. (Corresponding author), Overeem, S., Papini, G. B., van Dijk, J. P., Vullings, R., van Meulen, F., Ross, M., Cerny, A., Anderer, P. & Fonseca, P., Apr 2024, In: Journal of Sleep Research. 33, 2, 11 p., e14015.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)57 Downloads (Pure) -
Deep Transfer Learning for Automated Single-Lead EEG Sleep Staging with Channel and Population Mismatches
van der Aar, J. (Corresponding author), van den Ende, D., Fonseca, P., van Meulen, F., Overeem, S., van Gilst, M. M. & Peri, E., 5 Jan 2024, In: Frontiers in Physiology. 14 - 2023, 14 p., 1287342.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)86 Downloads (Pure) -
Estimating the severity of obstructive sleep apnea using ECG, respiratory effort and neural networks
Fonseca, P. (Corresponding author), Ross, M., Cerny, A., Anderer, P., Schipper, F., Grassi, A., van Gilst, M. & Overeem, S., Jul 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 7, p. 3895-3906 12 p., 10485422.Research output: Contribution to journal › Article › Academic › peer-review
Prizes
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VCBM 2021 Honorable Mention
Garcia Caballero, H. (Recipient), Corvo, A. (Recipient), van Meulen, F. (Recipient), Fonseca, P. (Recipient), Overeem, S. (Recipient), van Wijk, J. J. (Recipient) & Westenberg, M. A. (Recipient), 24 Sept 2021
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Press/Media
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New Bioengineering Research Has Been Reported by Researchers at Eindhoven University of Technology (Contactless Camera-Based Sleep Staging: The HealthBed Study)
Fonseca, P., Overeem, S., van Gilst, M. M., van Dijk, J. & van Meulen, F.
8/02/23
1 item of Media coverage
Press/Media: Expert Comment
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-Eindhoven University of Technology : A light-based wearable to detect sleep apnea
Vullings, R., Fonseca, P., Fitzgerald, B., Overeem, S. & Papini, G.
21/02/22
2 items of Media coverage
Press/Media: Expert Comment
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A light-based wearable to detect sleep apnea
Vullings, R., Fonseca, P., Overeem, S. & Papini, G.
18/02/22
3 items of Media coverage
Press/Media: Expert Comment
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Eindhoven University of Technology: A Light-Based Wearable to Detect Sleep Apnea
Vullings, R., Fonseca, P., Fitzgerald, B., Overeem, S. & Papini, G.
18/02/22
1 item of Media coverage
Press/Media: Expert Comment