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Kaare Mikkelsen
Kaare Mikkelsen
Dept. of Electrical and Computer Engineering, Aarhus University
Verified email at ece.au.dk - Homepage
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Cited by
Cited by
Year
Sleeptransformer: Automatic sleep staging with interpretability and uncertainty quantification
H Phan, K Mikkelsen, OY Chén, P Koch, A Mertins, M De Vos
IEEE Transactions on Biomedical Engineering 69 (8), 2456-2467, 2022
2282022
EEG recorded from the ear: characterizing the ear-EEG method
KB Mikkelsen, SL Kappel, DP Mandic, P Kidmose
Frontiers in neuroscience 9, 438, 2015
1942015
Automatic sleep staging of EEG signals: recent development, challenges, and future directions
H Phan, K Mikkelsen
Physiological Measurement 43 (4), 04TR01, 2022
1132022
Accurate whole-night sleep monitoring with dry-contact ear-EEG
KB Mikkelsen, YR Tabar, SL Kappel, CB Christensen, HO Toft, ...
Scientific reports 9 (1), 16824, 2019
1102019
Automatic sleep staging using ear-EEG
KB Mikkelsen, DB Villadsen, M Otto, P Kidmose
Biomedical engineering online 16, 1-15, 2017
982017
Machine‐learning‐derived sleep–wake staging from around‐the‐ear electroencephalogram outperforms manual scoring and actigraphy
KB Mikkelsen, JK Ebajemito, MA Bonmati‐Carrion, N Santhi, VL Revell, ...
Journal of sleep research 28 (2), e12786, 2019
872019
Sleep EEG derived from behind-the-ear electrodes (cEEGrid) compared to standard polysomnography: a proof of concept study
A Sterr, JK Ebajemito, KB Mikkelsen, MA Bonmati-Carrion, N Santhi, ...
Frontiers in human neuroscience 12, 452, 2018
852018
Personalizing deep learning models for automatic sleep staging
K Mikkelsen, M De Vos
arXiv preprint arXiv:1801.02645, 2018
592018
Personalized automatic sleep staging with single-night data: a pilot study with Kullback–Leibler divergence regularization
H Phan, K Mikkelsen, OY Chén, P Koch, A Mertins, P Kidmose, M De Vos
Physiological measurement 41 (6), 064004, 2020
502020
Automatic sleep stage classification using ear-EEG
A Stochholm, K Mikkelsen, P Kidmose
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
472016
Emergence of Slow Collective Oscillations in Neural Networks<? format?> with Spike-Timing Dependent Plasticity
K Mikkelsen, A Imparato, A Torcini
Physical Review Letters 110 (20), 208101, 2013
442013
L-SeqSleepNet: Whole-cycle long sequence modelling for automatic sleep staging
H Phan, KP Lorenzen, E Heremans, OY Chén, MC Tran, P Koch, ...
IEEE Journal of Biomedical and Health Informatics, 2023
422023
Automatic sleep stage classification based on subcutaneous EEG in patients with epilepsy
SW Gangstad, KB Mikkelsen, P Kidmose, YR Tabar, S Weisdorf, ...
Biomedical engineering online 18, 1-17, 2019
362019
Ear-EEG for sleep assessment: A comparison with actigraphy and PSG
YR Tabar, KB Mikkelsen, ML Rank, MC Hemmsen, M Otto, P Kidmose
Sleep and Breathing 25, 1693-1705, 2021
352021
On the keyhole hypothesis: high mutual information between ear and scalp EEG
KB Mikkelsen, P Kidmose, LK Hansen
Frontiers in human neuroscience 11, 341, 2017
322017
Sleep monitoring using ear-centered setups: Investigating the influence from electrode configurations
KB Mikkelsen, H Phan, ML Rank, MC Hemmsen, M De Vos, P Kidmose
IEEE Transactions on Biomedical Engineering 69 (5), 1564-1572, 2021
242021
At-home sleep monitoring using generic ear-EEG
YR Tabar, KB Mikkelsen, N Shenton, SL Kappel, AR Bertelsen, ...
Frontiers in neuroscience 17, 987578, 2023
222023
Investigation of low dimensional feature spaces for automatic sleep staging
YR Tabar, KB Mikkelsen, ML Rank, MC Hemmsen, P Kidmose
Computer methods and programs in biomedicine 205, 106091, 2021
202021
Reference configurations for ear-EEG steady-state responses
SL Kappel, CB Christensen, KB Mikkelsen, P Kidmose
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
172016
EEGs vary less between lab and home locations than they do between people
KB Mikkelsen, YR Tabar, CB Christensen, P Kidmose
Frontiers in Computational Neuroscience 15, 565244, 2021
132021
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Articles 1–20