Kaare B. Mikkelsen

SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification

Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén et al. · IEEE Transactions on Biomedical Engineering · 2022 · 302 citations · Full text

Computing, Computer Science, Health Informatics +17

EEG Recorded from the Ear: Characterizing the Ear-EEG Method

Kaare B. Mikkelsen, Simon L. Kappel, Danilo P. Mandic et al. · Frontiers in Neuroscience · 2015 · 195 citations · Full text

Health Professions, Neuroscience, Auditory Electrophysiology +12

Accurate whole-night sleep monitoring with dry-contact ear-EEG

Kaare B. Mikkelsen, Yousef R. Tabar, Simon L. Kappel et al. · Scientific Reports · 2019 · 127 citations · Full text

Nursing, Psychology, Psychophysiology +16

Automatic sleep staging using ear-EEG

Kaare B. Mikkelsen, David Bové Villadsen, Marit Otto et al. · BioMedical Engineering OnLine · 2017 · 97 citations · Full text

Medicine, Neuroscience, Otology +16

Machine‐learning‐derived sleep–wake staging from around‐the‐ear electroencephalogram outperforms manual scoring and actigraphy

Kaare B. Mikkelsen, James K. Ebajemito, María‐Ángeles Bonmatí‐Carrión et al. · Journal of Sleep Research · 2018 · 96 citations · Full text

Engineering, Neuroscience, Biomedical Signal Processing +16