| Neural network analysis of sleep stages enables efficient diagnosis of narcolepsy JB Stephansen, AN Olesen, M Olsen, A Ambati, EB Leary, HE Moore, ... Nature communications 9 (1), 5229, 2018 | 267 | 2018 |
| Automatic sleep stage classification with deep residual networks in a mixed-cohort setting AN Olesen, P Jørgen Jennum, E Mignot, HBD Sorensen Sleep 44 (1), zsaa161, 2021 | 53 | 2021 |
| Comparison of computerized methods for rapid eye movement sleep without atonia detection M Cesari, JAE Christensen, L Kempfner, AN Olesen, G Mayer, K Kesper, ... Sleep 41 (10), zsy133, 2018 | 34 | 2018 |
| Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms AN Olesen, P Jennum, P Peppard, E Mignot, HBD Sorensen 2018 40th annual international conference of the IEEE engineering in …, 2018 | 28 | 2018 |
| A new fully automated random-forest algorithm for sleep staging AB Klok, J Edin, M Cesari, AN Olesen, P Jennum, HBD Sorensen 2018 40th annual international conference of the ieee engineering in …, 2018 | 27 | 2018 |
| Design of a deep learning model for automatic scoring of periodic and non-periodic leg movements during sleep validated against multiple human experts L Carvelli, AN Olesen, A Brink-Kjær, EB Leary, PE Peppard, E Mignot, ... Sleep Medicine 69, 109-119, 2020 | 22 | 2020 |
| Automatic detection of cortical arousals in sleep and their contribution to daytime sleepiness A Brink-Kjaer, AN Olesen, PE Peppard, KL Stone, P Jennum, E Mignot, ... Clinical Neurophysiology 131 (6), 1187-1203, 2020 | 21 | 2020 |
| Proteomic biomarkers of sleep apnea A Ambati, YE Ju, L Lin, AN Olesen, H Koch, JJ Hedou, EB Leary, ... Sleep 43 (11), zsaa086, 2020 | 19 | 2020 |
| A noise-assisted data analysis method for automatic EOG-based sleep stage classification using ensemble learning AN Olesen, JAE Christensen, HBD Sorensen, PJ Jennum 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 18 | 2016 |
| Deep transfer learning for improving single-EEG arousal detection AN Olesen, P Jennum, E Mignot, HBD Sorensen 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 14 | 2020 |
| Towards a flexible deep learning method for automatic detection of clinically relevant multi-modal events in the polysomnogram AN Olesen, S Chambon, V Thorey, P Jennum, E Mignot, HBD Sorensen 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 11 | 2019 |
| A comparative study of methods for automatic detection of rapid eye movement abnormal muscular activity in narcolepsy AN Olesen, M Cesari, JAE Christensen, HBD Sorensen, E Mignot, ... Sleep Medicine 44, 97-105, 2018 | 11 | 2018 |
| MSED: A Multi-Modal Sleep Event Detection Model for Clinical Sleep Analysis AN Zahid, P Jennum, E Mignot, HBD Sorensen IEEE Transactions on Biomedical Engineering, 2023 | 6 | 2023 |
| 0328 Automatic detection of respiratory events during sleep using bidirectional LSTM networks KP Jacobsen, AN Olesen, L Trap, PE Peppard, HB Sorensen, PJ Jennum, ... Sleep 41 (suppl_1), A125-A126, 2018 | 4 | 2018 |
| 0316 End-to-End Deep Learning Model For Automatic Sleep Staging Using Raw PSG Waveforms AN Olesen, PE Peppard, HB Sorensen, PJ Jennum, E Mignot Sleep 41 (suppl_1), A121, 2018 | 3 | 2018 |
| 0451 fully automatic detection of sleep disordered breathing events J Thybo, AN Olesen, M Olsen, E Leary, P Arnal, HB Sørensen, P Jennum, ... Sleep, A172-A173, 2020 | 1 | 2020 |
| 0142 automatic detection of cortical arousals in sleep using bi-direction lstm networks A Brink-Kjaer, AN Olesen, CA Jespersen, PE Peppard, PJ Jennum, ... Sleep 41 (suppl_1), A55-A56, 2018 | 1 | 2018 |
| CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion A Nørskov, A Neergaard Zahid, M Mørup Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
| Modeling EEG data using deep learning for automatic sleep stage classification in mice L Rose, AN Zahid, L Piilgaard, CG Hviid, CE Jensen, FL Sørensen, ... Sleep Medicine 115 (Supplement 1), 411-412, 2023 | | 2023 |
| On the use of transformer-based detection models for accurate sleep event annotation and analysis AN Zahid, M Jonika, PF Hulgaard, MY Chen, M Mørup Sleep Medicine 115 (Supplement 1), 412, 2023 | | 2023 |
Poul JennumProfessor in clinical neurophysiology at University of CopenhagenVerified email at regionh.dk
