Poul Jennum

According to our database, Poul Jennum authored at least 47 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder.

Katarina Mary Gunter, Andreas Brink-Kjær, Emmanuel Mignot, Helge B. D. Sørensen, Emmanuel During, Poul Jennum

IEEE J. Biomed. Health Informatics, September, 2023

MSED: A Multi-Modal Sleep Event Detection Model for Clinical Sleep Analysis.

Alexander Neergaard Zahid, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

IEEE Trans. Biomed. Eng., September, 2023

A Flexible Deep Learning Architecture for Temporal Sleep Stage Classification Using Accelerometry and Photoplethysmography.

Mads Olsen, Jamie M. Zeitzer, Risa N. Richardson, Polina Davidenko, Poul J. Jennum, Helge B. D. Sørensen, Emmanuel Mignot

IEEE Trans. Biomed. Eng., 2023

Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy.

Andreas Brink-Kjaer, Joseph Winer, Jamie M. Zeitzer, Helge B. D. Sørensen, Poul Jennum, Emmanuel Mignot, Emmanuel During

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Age estimation from sleep studies using deep learning predicts life expectancy.

Andreas Brink-Kjaer, Eileen B. Leary, Haoqi Sun, M. Brandon Westover, Katie L. Stone, Paul E. Peppard, Nancy E. Lane, Peggy M. Cawthon, Susan Redline, Poul Jennum, Helge B. D. Sørensen, Emmanuel Mignot

npj Digit. Medicine, 2022

Detection of Cheyne-Stokes Breathing using a transformer-based neural network.

Asbjoern W. Helge, Umaer Hanif, Villads Hulgaard Joergensen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

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.

Andreas Brink-Kjaer, Katarina Mary Gunter, Emmanuel Mignot, Emmanuel During, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans.

Umaer Hanif, Eileen B. Leary, Logan D. Schneider, Rasmus R. Paulsen, Anne Marie Morse, Adam Blackman, Paula K. Schweitzer, Clete Kushida, Stanley Y. Liu, Poul Jennum, Helge B. D. Sørensen, Emmanuel Mignot

IEEE J. Biomed. Health Informatics, 2021

U-Sleep: resilient high-frequency sleep staging.

Mathias Perslev, Sune Darkner, Lykke Kempfner, Miki Nikolic, Poul Jørgen Jennum, Christian Igel

npj Digit. Medicine, 2021

MSED: a multi-modal sleep event detection model for clinical sleep analysis.

Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

CoRR, 2021

Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men.

Magnus Ruud Kjær, Andreas Brink-Kjær, Umaer Hanif, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea.

Villads Hulgaard Joergensen, Umaer Hanif, Poul Jennum, Emmanuel Mignot, Asbjoern W. Helge, Helge B. D. Sørensen

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^*.

Umaer Hanif, Eric Kezirian, Eva Kirkegaard Kiær, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum

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.

Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

CoRR, 2020

Deep transfer learning for improving single-EEG arousal detection.

Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs.

Umaer Hanif, Rasmus R. Paulsen, Eileen B. Leary, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Predicting Age with Deep Neural Networks from Polysomnograms.

Andreas Brink-Kjaer, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum

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.

Andreas Brink-Kjaer, Alexander Neergaard Olesen, Paul E. Peppard, Katie L. Stone, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

CoRR, 2019

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging.

Mathias Perslev, Michael Hejselbak Jensen, Sune Darkner, Poul Jørgen Jennum, Christian Igel

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.

Alexander Neergaard Olesen, Stanislas Chambon, Valentin Thorey, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen

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.

Matteo Cesari, Julie A. E. Christensen, Friederike Sixel-Döring, Maria-Lucia Muntean, Brit Mollenhauer, Claudia Trenkwalder, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

A Blind Source-Based Method for Automated Artifact-Correction in Standard Sleep EEG.

Markus Waser, Heinrich Garn, Poul J. Jennum, Helge B. D. Sørensen

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.

Alexander Neergaard Olesen, Poul Jennum, Paul E. Peppard, Emmanuel Mignot, Helge B. D. Sørensen

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A New Fully Automated Random-Forest Algorithm for Sleep Staging.

Aske B. Klok, Joakim Edin, Matteo Cesari, Alexander Neergaard Olesen, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Probabilistic Data-Driven Method for Limb Movement Detection during Sleep.

Matteo Cesari, Julie A. E. Christensen, Poul Jennum, Helge B. D. Sørensen

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.

Mathias P. Bonnesen, Helge B. D. Sørensen, Poul Jennum

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.

Jens B. Stephansen, Aditya Ambati, Eileen B. Leary, Hyatt E. Moore IV, Oscar Carrillo, Ling Lin, Birgit Högl, Ambra Stefani, Seung Chul Hong, Tae Won Kim, Fabio Pizza, Giuseppe Plazzi, Stefano Vandi, Elena Antelmi, Dimitri Perrin, Samuel T. Kuna, Paula K. Schweitzer, Clete Kushida, Paul E. Peppard, Poul Jennum, Helge B. D. Sørensen, Emmanuel Mignot

CoRR, 2017

A flexible method for the automated offline-detection of artifacts in multi-channel electroencephalogram recordings.

Markus Waser, Heinrich Garn, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Reinhold Schmidt, Poul J. Jennum, Helge B. D. Sørensen

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.

Alexander Neergaard Olesen, Julie A. E. Christensen, Helge B. D. Sørensen, Poul Jennum

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Portable prescreening system for sleep apnea.

Martin Kjaer Guul, Poul Jennum, Helge B. D. Sørensen

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.

Umaer Hanif, Lotte Trap, Poul Jennum, Marielle Zoetmulder, Helge B. D. Sørensen

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

EEG recordings as a source for the detection of IRBD.

Sissel Bisgaard, Bolette Duun-Christensen, Lykke Kempfner, Helge B. D. Sørensen, Poul Jennum

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.

Dorthe B. Saadi, Karsten Hoppe, Kenneth Egstrup, Poul Jennum, Helle K. Iversen, Jorgen L. Jeppesen, Helge B. D. Sørensen

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Detection of K-complexes based on the wavelet transform.

Laerke K. Krohne, Rie B. Hansen, Julie A. E. Christensen, Helge B. D. Sørensen, Poul Jennum

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Novel method for detection of Sleep Apnoea using respiration signals.

Kristine Carmes, Lykke Kempfner, Helge Bjarup Dissing Sørensen, Poul Jennum

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.

Henriette Koch, Julie A. E. Christensen, Rune Frandsen, Lars Arvastson, Søren R. Christensen, Helge B. D. Sørensen, Poul Jennum

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.

Jacob Kempfner, Poul Jennum, Helge B. D. Sørensen, Julie A. E. Christensen, Miki Nikolic

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

SLEEP phenomena as an early biomarker for Parkinsonism.

Jacob Kempfner, Poul Jennum, Miki Nikolic, Julie A. E. Christensen, Helge B. D. Sørensen

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Detection of a sleep disorder predicting Parkinson's disease.

Ingeborg H. Hansen, Mikkel Marcussen, Julie A. E. Christensen, Poul Jennum, Helge B. D. Sørensen

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.

Julie A. E. Christensen, Henriette Koch, Rune Frandsen, Jacob Kempfner, Lars Arvastson, Søren R. Christensen, Helge B. D. Sørensen, Poul Jennum

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.

Sabrina Lyngbye Wendt, Julie A. E. Christensen, Jacob Kempfner, Helle L. Leonthin, Poul Jennum, Helge B. D. Sørensen

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic detection of REM sleep in subjects without atonia.

Jacob Kempfner, Poul Jennum, Miki Nikolic, Julie A. E. Christensen, Helge B. D. Sørensen

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.

Isa Conradsen, Sándor Beniczky, Peter Wolf, Poul Jennum, Helge B. D. Sørensen

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.

Julie A. E. Christensen, Rune Frandsen, Jacob Kempfner, Lars Arvastson, Søren R. Christensen, Poul Jennum, Helge B. D. Sørensen

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Detection of arousals in Parkinson's disease patients.

Gertrud Laura Sørensen, Jacob Kempfner, Poul Jennum, Helge B. D. Sørensen

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.

Jacob Kempfner, Gertrud Laura Sørensen, Helge B. D. Sørensen, Poul Jennum

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

1999

A computer-based information system for epilepsy and electroencephalography.

N. B. Finnerup, Anders Fuglsang-Frederiksen, P. Røssel, Poul Jennum

Int. J. Medical Informatics, 1999