EEG recorded from the ear: characterizing the ear-EEG method KB Mikkelsen, SL Kappel, DP Mandic, P Kidmose Frontiers in neuroscience 9, 438, 2015 | 169 | 2015 |
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 | 160 | 2022 |
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 | 92 | 2019 |
Automatic sleep staging using ear-EEG KB Mikkelsen, DB Villadsen, M Otto, P Kidmose Biomedical engineering online 16, 1-15, 2017 | 82 | 2017 |
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 | 80 | 2019 |
Automatic sleep staging of EEG signals: recent development, challenges, and future directions H Phan, K Mikkelsen Physiological Measurement 43 (4), 04TR01, 2022 | 78 | 2022 |
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 | 76 | 2018 |
Personalizing deep learning models for automatic sleep staging K Mikkelsen, M De Vos arXiv preprint arXiv:1801.02645, 2018 | 52 | 2018 |
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 | 44 | 2020 |
Automatic sleep stage classification using ear-EEG A Stochholm, K Mikkelsen, P Kidmose 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 43 | 2016 |
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 | 43 | 2013 |
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 | 31 | 2019 |
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 | 28 | 2021 |
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 | 28 | 2017 |
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 | 20 | 2021 |
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 | 18 | 2023 |
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 | 17 | 2021 |
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 | 15 | 2016 |
At-home sleep monitoring using generic ear-EEG YR Tabar, KB Mikkelsen, N Shenton, SL Kappel, AR Bertelsen, ... Frontiers in neuroscience 17, 987578, 2023 | 13 | 2023 |
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 | 12 | 2014 |