SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty QuantificationHuy Phan, Maarten De Vos, Alfred Mertins et al.|IEEE Transactions on Biomedical Engineering|2022Cited by 327
Machine‐learning‐derived sleep–wake staging from around‐the‐ear electroencephalogram outperforms manual scoring and actigraphyKaare B. Mikkelsen, Maarten De Vos, Ciro della Monica et al.|Journal of Sleep Research|2018Cited by 96
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep StagingHuy Phan, Maarten De Vos, Kristian P. Lorenzen et al.|IEEE Journal of Biomedical and Health Informatics|2023Cited by 79
Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode ConfigurationsKaare B. Mikkelsen, Preben Kidmose, Huy Phan et al.|IEEE Transactions on Biomedical Engineering|2021Cited by 38
Personalizing deep learning models for automatic sleep stagingKaare B. Mikkelsen, Maarten De Vos|arXiv (Cornell University)|2018Cited by 30