Projects per year
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Dive into the research topics where Jaap van der Aar 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
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Projects
- 1 Active
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TKI-HTSM/1912P08 PICASSO SPS: Perlnatal, CArdiovascular and Sleep medtech Solutions
van der Hagen, D. (Project communication officer), Peri, E. (Project member), van der Aar, J. (Project member), Peng, Z. (Project member), van Gorp, H. (Project member), Mischi, M. (Project Manager), Long, X. (Project member), Bester, M. (Project member) & Bergmans, J. W. M. (Project member)
1/01/20 → 31/12/25
Project: Third tier
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Hypnogram and Hypnodensity Analysis of REM Sleep Behaviour Disorder Using Both EEG and HRV-Based Sleep Staging Models
van der Aar, J. F. (Corresponding author), van Gilst, M. M., van den Ende, D. A., van Gorp, H., Anderer, P., Pijpers, A., Fonseca, P., Peri, E. & Overeem, S., Oct 2025, In: Journal of Sleep Research. 34, 5, 13 p., e70046.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)11 Downloads (Pure) -
Learning individual autonomic representations of sleep stages to improve photoplethysmography based sleep monitoring
van der Aar, J. (Corresponding author), van Gilst, M. M., van den Ende, D. A., Overeem, S., Peri, E. & Fonseca, P., 30 Sept 2025, In: Physiological Measurement. 46, 9, 17 p., 095012.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Optimizing Automated Sleep Staging
van der Aar, J. F., 4 Dec 2025, (Accepted/In press) Eindhoven: Eindhoven University of Technology. 186 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile1 Downloads (Pure) -
Optimizing wearable single-channel electroencephalography sleep staging in a heterogeneous sleep-disordered population using transfer learning
van der Aar, J. F. (Corresponding author), van Gilst, M. M., van den Ende, D. A., Fonseca, P., van Wetten, B. N. J., Janssen, H. C. J. P., Peri, E. & Overeem, S., 1 Feb 2025, In: Journal of Clinical Sleep Medicine. 21, 2, p. 315-323 9 p.Research output: Contribution to journal › Article › Academic › peer-review
2 Citations (Scopus) -
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 AccessFile9 Citations (Scopus)126 Downloads (Pure)
Activities
- 1 Invited talk
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Deep Transfer Learning for Automated Single-Lead EEG Sleep Staging with Channel and Population Mismatches
van der Aar, J. (Speaker)
1 Dec 2023Activity: Talk or presentation types › Invited talk › Scientific