Poul Jennum
Orcid: 0000-0001-6986-5254Affiliations:
- Rigshospitalet, Danish Center for Sleep Medicine, Denmark
According to our database1,
Poul Jennum
authored at least 48 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
2000
2005
2010
2015
2020
0
1
2
3
4
5
6
7
1
3
1
3
1
1
1
1
1
2
3
3
3
5
1
2
2
3
5
4
2
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
A Deep Transfer Learning Approach for Sleep Stage Classification and Sleep Apnea Detection Using Wrist-Worn Consumer Sleep Technologies.
IEEE Trans. Biomed. Eng., August, 2024
2023
SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder.
IEEE J. Biomed. Health Informatics, September, 2023
IEEE Trans. Biomed. Eng., September, 2023
A Flexible Deep Learning Architecture for Temporal Sleep Stage Classification Using Accelerometry and Photoplethysmography.
IEEE Trans. Biomed. Eng., 2023
Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
npj Digit. Medicine, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
CoRR, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Upper Airway Classification in Sleep Endoscopy Examinations using Convolutional Recurrent Neural Networks<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting.
CoRR, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness.
CoRR, 2019
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A Clinically Applicable Interactive Micro and Macro-Sleep Staging Algorithm for Elderly and Patients with Neurodegeneration.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Mobile Apnea Screening System for at-home Recording and Analysis of Sleep Apnea Severity.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
The use of neural networks in the analysis of sleep stages and the diagnosis of narcolepsy.
CoRR, 2017
A flexible method for the automated offline-detection of artifacts in multi-channel electroencephalogram recordings.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
A Noise-Assisted Data Analysis Method for Automatic EOG-Based Sleep Stage Classification Using Ensemble Learning.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Quantification of muscle activity during sleep for patients with neurodegenerative diseases.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Automatic quality classification of entire electrocardiographic recordings obtained with a novel patch type recorder.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Classification of iRBD and Parkinson's patients using a general data-driven sleep staging model built on EEG.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Automatic SLEEP staging: From young aduslts to elderly patients using multi-class support vector machine.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Classification of iRBD and Parkinson's disease patients based on eye movements during sleep.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Validation of a novel automatic sleep spindle detector with high performance during sleep in middle aged subjects.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Evaluation of novel algorithm embedded in a wearable sEMG device for seizure detection.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Separation of Parkinson's patients in early and mature stages from control subjects using one EOG channel.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Automatic REM sleep detection associated with idiopathic rem sleep Behavior Disorder.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
1999
Int. J. Medical Informatics, 1999