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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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 AccessFile3 Citations (Scopus)110 Downloads (Pure) -
Optimizing wearable single-channel EEG sleep staging in a heterogeneous sleep-disordered population using transfer learning
van der Aar, J. F., 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., 30 Sept 2024, (E-pub ahead of print) In: Journal of Clinical Sleep Medicine.Research output: Contribution to journal › Article › Academic › peer-review
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Transferability of a single-channel EEG automated sleep stager in the sleep-disordered population
van der Aar, J., Peri, E., van den Ende, D., van Gilst, M. M., Fonseca, P. & Overeem, S., 26 Jan 2023.Research output: Contribution to conference › Poster
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