Kaare B. Mikkelsen

22 papers Journal 15Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fully-automated sleep staging: multicenter validation of a generalizable deep neural network for Parkinson's disease and isolated REM sleep behavior disorder. CoRR Jesper Strøm, Casper Skjærbæk, Natasha B. Bertelsen, Steffen Torpe Simonsen, Niels Okkels, David Bertram, Sinah Röttgen, Konstantin Kufer, Kaare B. Mikkelsen, Marit Otto, Poul Jørgen Jennum, Per Borghammer, Michael Sommerauer, Preben Kidmose
2024	J	`jnl`	AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding. CoRR Nhan Duc Thanh Nguyen, Huy Phan, Simon Geirnaert, Kaare B. Mikkelsen, Preben Kidmose
2024	J	`jnl`	Personalization of Automatic Sleep Scoring: How Best to Adapt Models to Personal Domains in Wearable EEG. IEEE J. Biomed. Health Informatics Kristian P. Lorenzen, Elisabeth R. M. Heremans, Maarten De Vos, Kaare B. Mikkelsen
2024	J	`jnl`	Single-word Auditory Attention Decoding Using Deep Learning Model. CoRR Nhan Duc Thanh Nguyen, Huy Phan, Kaare B. Mikkelsen, Preben Kidmose
2023	J	`jnl`	Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data. Biomed. Signal Process. Control. Kenneth Borup, Preben Kidmose, Huy Phan, Kaare B. Mikkelsen
2023	J	`jnl`	L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. IEEE J. Biomed. Health Informatics Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
2023	J	`jnl`	L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging. CoRR Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
2022	—	`conf`	Self-applied ear-EEG for sleep monitoring at home. EMBC Kaare B. Mikkelsen, Yousef Rezaei Tabar, Hans Olaf Toft, Martin Christian Hemmsen, Mike Lind Rank, Preben Kidmose
2022	J	`jnl`	Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode Configurations. IEEE Trans. Biomed. Eng. Kaare B. Mikkelsen, Huy Phan, Mike Lind Rank, Martin Christian Hemmsen, Maarten De Vos, Preben Kidmose
2022	J	`jnl`	SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification. IEEE Trans. Biomed. Eng. Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2021	J	`jnl`	Automatic Sleep Staging: Recent Development, Challenges, and Future Directions. CoRR Huy Phan, Kaare B. Mikkelsen
2021	J	`jnl`	EEGs Vary Less Between Lab and Home Locations Than They Do Between People. Frontiers Comput. Neurosci. Kaare B. Mikkelsen, Yousef Rezaei Tabar, Christian Bech Christensen, Preben Kidmose
2021	J	`jnl`	Investigation of low dimensional feature spaces for automatic sleep staging. Comput. Methods Programs Biomed. Yousef Rezaei Tabar, Kaare B. Mikkelsen, Mike Lind Rank, Martin Christian Hemmsen, Preben Kidmose
2021	J	`jnl`	SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification. CoRR Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2020	—	`conf`	Muscle Activity Detection during Sleep by Ear-EEG. EMBC Yousef Rezaei Tabar, Kaare B. Mikkelsen, Mike Lind Rank, Martin Christian Hemmsen, Preben Kidmose
2020	J	`jnl`	Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization. CoRR Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos
2020	—	`conf`	Predicting Sleep Classification Performance without Labels. EMBC Kaare B. Mikkelsen, Yousef Rezaei Tabar, Preben Kidmose
2019	—	`conf`	Discrimination of Sleep Spindles in Ear-EEG. EMBC Kaare B. Mikkelsen, Simon Lind Kappel, Martin Christian Hemmsen, Mike Lind Rank, Preben Kidmose
2019	—	`conf`	Generic Dry-Contact Ear-EEG. EMBC Astrid Rands Bertelsen, Henriette Bladt, Christian Bech Christensen, Simon Lind Kappel, Hans Olaf Toft, Mike Lind Rank, Kaare B. Mikkelsen, Preben Kidmose
2016	—	`conf`	Automatic sleep stage classification using ear-EEG. EMBC Andreas Stochholm, Kaare B. Mikkelsen, Preben Kidmose
2016	—	`conf`	Reference configurations for ear-EEG steady-state responses. EMBC Simon Lind Kappel, Christian Bech Christensen, Kaare B. Mikkelsen, Preben Kidmose
2016	J	`jnl`	Threshold games and cooperation on multiplayer graphs. CoRR Kaare B. Mikkelsen, Lars Arve Bach