معرفی
Jaap van der Aar is a University Researcher at Eindhoven University of Technology (TU/e), affiliated with the Signal Processing Systems department under the Faculty of Electrical Engineering. He is also part of the Biomedical Diagnostics Lab and the Eindhoven MedTech Innovation Center. His work bridges signal processing and biomedical engineering, focusing on sleep analysis via EEG and machine learning approaches.
Research interests include automated sleep staging using wearable EEG devices, transfer learning applications in heterogeneous populations, and REM sleep behavior disorder diagnostics. His methodologies often involve deep learning and cross-channel adaptation techniques.
Publications from 2022-2025 highlight advancements in EEG-based sleep analysis, neural transmission dynamics, and connectomic studies. Collaborations include work with Assistant Professors Merel van Gilst and Elisabetta Peri, as well as Full Professor Sebastiaan Overeem. He contributed to a research project initiated in 2020 (specific details not provided).
No scientific awards or formal advisees are listed in available records.
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- MMerel M. van GilstEindhoven University of Technology · استادیار
- MMerel van GilstEindhoven University of Technology · استادیار
Elisabetta PeriEindhoven University of Technology · استادیار
Sebastiaan OvereemEindhoven University of Technology · استاد
Fokke van MeulenEindhoven University of Technology · پژوهشگر- SSonja BabacEindhoven University of Technology · پژوهشگر