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ORCIDAndreas Brink-Kjaer
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- affiliation: Technical University of Denmark, Denmark
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2020 – today
- 2026
[i6]William Theodor Lehn-Schiøler, Magnus Ruud Kjær, Phillip Hempel, Magnus Guldberg Pedersen, Rahul Thapa, Bryan He, Nicolai Spicher, Andreas Brink-Kjaer, Lars Kai Hansen, Emmanuel Mignot:
Pretraining on Sleep Data Improves non-Sleep Biosignal Tasks. CoRR abs/2605.02500 (2026)- [i5]William Theodor Lehn-Schiøler, Magnus Ruud Kjær, Rahul Thapa, Magnus Guldberg Pedersen, Anton Mosquera Storgaard, Nick Williams, Radu Gatej, Tue Lehn-Schiøler, Andreas Brink-Kjær, Sadasivan Puthusserypady, Sándor Beniczky, James Zou, Lars Kai Hansen:
Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders. CoRR abs/2605.13930 (2026) - [i4]Rahul Thapa, Umaer Hanif, Robin Guillard, Andreas Brink-Kjaer, Adrien Specht
, Matteo Saibene, Magnus Ruud Kjær, Harrison G. Zhang, Federico Bianchi, Elisabeth Roxane M. Heremans, Eric C. Landsness, Emmanuel Mignot, James Zou:
Agentic AI-enabled discovery across large-scale sleep physiology. CoRR abs/2607.25175 (2026) - 2025
- [j3]Li Zhou, Andreas Brink-Kjaer, Katarina Mary Gunter, Salonee Marwaha, Ambra Stefani, Birgit Högl, Michele T. Hu, Emmanuel Mignot, Ankit Parekh, Qi Tang, Merve Aktan-Süzgün, Bei Huang, Shi Tang, Siyi Gong, Yuhua Yang, Xie Chen, Jianzhang Ni, Ningning Li, Zhixuan He, Yun Kwok Wing, Emmanuel During:
Actigraphy-based detection of isolated REM sleep behavior disorder: multicenter validation across devices and populations. npj Digit. Medicine 8(1) (2025) - [i3]Niels R. Lorenzen, Poul J. Jennum, Emmanuel Mignot, Andreas Brink-Kjaer:
Frequency-Aware Masked Autoencoders for Human Activity Recognition using Accelerometers. CoRR abs/2502.17477 (2025) - [i2]Magnus Ruud Kjær, Rahul Thapa, Gauri Ganjoo, Hyatt Moore IV, Poul Jørgen Jennum, M. Brandon Westover, James Zou, Emmanuel Mignot, Bryan He, Andreas Brink-Kjaer:
Stanford Sleep Bench: Evaluating Polysomnography Pre-training Methods for Sleep Foundation Models. CoRR abs/2512.09591 (2025) - 2023
- [j2]Katarina Mary Gunter, Andreas Brink-Kjær, Emmanuel Mignot, Helge B. D. Sørensen, Emmanuel During, Poul Jennum:
SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder. IEEE J. Biomed. Health Informatics 27(9): 4285-4292 (2023) - [c5]Andreas Brink-Kjaer, Joseph Winer, Jamie M. Zeitzer, Helge B. D. Sørensen, Poul Jennum, Emmanuel Mignot, Emmanuel During:
Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy. EMBC 2023: 1-5 - 2022
- [j1]Andreas Brink-Kjaer, Eileen B. Leary, Haoqi Sun, M. Brandon Westover, Katie L. Stone, Paul E. Peppard, Nancy E. Lane, Peggy M. Cawthon, Susan Redline, Poul Jennum, Helge B. D. Sørensen, Emmanuel Mignot:
Age estimation from sleep studies using deep learning predicts life expectancy. npj Digit. Medicine 5 (2022) - [c4]Andreas Brink-Kjaer, Katarina Mary Gunter, Emmanuel Mignot, Emmanuel During, Poul Jennum, Helge B. D. Sørensen:
End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder. EMBC 2022: 2941-2944 - 2021
- [c3]Magnus Ruud Kjær, Andreas Brink-Kjær, Umaer Hanif, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen:
Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men. EMBC 2021: 2396-2399 - 2020
- [c2]Andreas Brink-Kjaer, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum:
Predicting Age with Deep Neural Networks from Polysomnograms. EMBC 2020: 146-149
2010 – 2019
- 2019
- [i1]Andreas Brink-Kjaer, Alexander Neergaard Olesen, Paul E. Peppard, Katie L. Stone, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen:
Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness. CoRR abs/1906.01700 (2019) - 2017
- [c1]Philip Tamimi-Sarnikowski, Andreas Brink-Kjær, Ramin Moshavegh, Jørgen Arendt Jensen:
Automatic segmentation of vessels in in-vivo ultrasound scans. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101371P
Coauthor Index
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