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Kaare Mikkelsen
Kaare Mikkelsen
Dept. of Electrical and Computer Engineering, Aarhus University
Verified email at ece.au.dk - Homepage
Title
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
1802022
EEG recorded from the ear: characterizing the ear-EEG method
KB Mikkelsen, SL Kappel, DP Mandic, P Kidmose
Frontiers in neuroscience 9, 438, 2015
1722015
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
952019
Automatic sleep staging of EEG signals: recent development, challenges, and future directions
H Phan, K Mikkelsen
Physiological Measurement 43 (4), 04TR01, 2022
882022
Automatic sleep staging using ear-EEG
KB Mikkelsen, DB Villadsen, M Otto, P Kidmose
Biomedical engineering online 16, 1-15, 2017
862017
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
842019
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
782018
Personalizing deep learning models for automatic sleep staging
K Mikkelsen, M De Vos
arXiv preprint arXiv:1801.02645, 2018
562018
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
472020
Automatic sleep stage classification using ear-EEG
A Stochholm, K Mikkelsen, P Kidmose
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
432016
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
432013
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
312019
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
292021
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
282017
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
252023
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
202021
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
172021
At-home sleep monitoring using generic ear-EEG
YR Tabar, KB Mikkelsen, N Shenton, SL Kappel, AR Bertelsen, ...
Frontiers in neuroscience 17, 987578, 2023
152023
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
152016
Sisyphus effect in pulse-coupled excitatory neural networks with spike-timing-dependent plasticity
K Mikkelsen, A Imparato, A Torcini
Physical Review E 89 (6), 062701, 2014
122014
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Articles 1–20