Poul Jennum

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 30

Top Topics

Fully Automated

Wavelet Transform

Top Venues

IEEE J. Biomed. Health Informatics

npj Digit. Medicine

Publications

Katarina Mary Gunter, Andreas Brink-Kjær, Emmanuel Mignot, Helge B. D. Sørensen, Emmanuel During, Poul Jennum
SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Andreas Brink-Kjaer, Joseph Winer, Jamie M. Zeitzer, Helge B. D. Sørensen, Poul Jennum, Emmanuel Mignot, Emmanuel During
Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy. EMBC (2023)
Alexander Neergaard Zahid, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
MSED: A Multi-Modal Sleep Event Detection Model for Clinical Sleep Analysis. IEEE Trans. Biomed. Eng. 70 (9) (2023)
Andreas Brink-Kjaer, Katarina Mary Gunter, Emmanuel Mignot, Emmanuel During, Poul Jennum, Helge B. D. Sørensen
End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder. EMBC (2022)
Asbjoern W. Helge, Umaer Hanif, Villads Hulgaard Joergensen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
Detection of Cheyne-Stokes Breathing using a transformer-based neural network. EMBC (2022)
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
Age estimation from sleep studies using deep learning predicts life expectancy. npj Digit. Medicine 5 (2022)
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
Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
MSED: a multi-modal sleep event detection model for clinical sleep analysis. CoRR (2021)
Umaer Hanif, Eric Kezirian, Eva Kirkegaard Kiær, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum
. EMBC (2021)
Villads Hulgaard Joergensen, Umaer Hanif, Poul Jennum, Emmanuel Mignot, Asbjoern W. Helge, Helge B. D. Sørensen
Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea. EMBC (2021)
Magnus Ruud Kjær, Andreas Brink-Kjær, Umaer Hanif, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen
Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men. EMBC (2021)
Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting. CoRR (2020)
Andreas Brink-Kjaer, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum
Predicting Age with Deep Neural Networks from Polysomnograms. EMBC (2020)
Umaer Hanif, Rasmus R. Paulsen, Eileen B. Leary, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen
Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs. EMBC (2020)
Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
Deep transfer learning for improving single-EEG arousal detection. EMBC (2020)
Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge Bjarup Dissing Sørensen
Deep transfer learning for improving single-EEG arousal detection. CoRR (2020)
Matteo Cesari, Julie A. E. Christensen, Friederike Sixel-Döring, Maria-Lucia Muntean, Brit Mollenhauer, Claudia Trenkwalder, Poul Jennum, Helge B. D. Sørensen
A Clinically Applicable Interactive Micro and Macro-Sleep Staging Algorithm for Elderly and Patients with Neurodegeneration. EMBC (2019)
Alexander Neergaard Olesen, Stanislas Chambon, Valentin Thorey, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram. EMBC (2019)
Alexander Neergaard Olesen, Stanislas Chambon, Valentin Thorey, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram. CoRR (2019)
Andreas Brink-Kjaer, Alexander Neergaard Olesen, Paul E. Peppard, Katie L. Stone, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness. CoRR (2019)
Mathias P. Bonnesen, Helge B. D. Sørensen, Poul Jennum
Mobile Apnea Screening System for at-home Recording and Analysis of Sleep Apnea Severity. EMBC (2018)
Alexander Neergaard Olesen, Poul Jennum, Paul E. Peppard, Emmanuel Mignot, Helge B. D. Sørensen
Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms. EMBC (2018)
Matteo Cesari, Julie A. E. Christensen, Poul Jennum, Helge B. D. Sørensen
Probabilistic Data-Driven Method for Limb Movement Detection during Sleep. EMBC (2018)
Alexander Neergaard Olesen, Poul Jennum, Paul E. Peppard, Emmanuel Mignot, Helge Bjarup Dissing Sørensen
Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms. CoRR (2018)
Aske B. Klok, Joakim Edin, Matteo Cesari, Alexander Neergaard Olesen, Poul Jennum, Helge B. D. Sørensen
A New Fully Automated Random-Forest Algorithm for Sleep Staging. EMBC (2018)
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
The use of neural networks in the analysis of sleep stages and the diagnosis of narcolepsy. CoRR (2017)
Alexander Neergaard Olesen, Julie A. E. Christensen, Helge B. D. Sørensen, Poul Jennum
A Noise-Assisted Data Analysis Method for Automatic EOG-Based Sleep Stage Classification Using Ensemble Learning. EMBC (2016)
Martin Kjaer Guul, Poul Jennum, Helge B. D. Sørensen
Portable prescreening system for sleep apnea. EMBC (2016)
Sissel Bisgaard, Bolette Duun-Christensen, Lykke Kempfner, Helge B. D. Sørensen, Poul Jennum
EEG recordings as a source for the detection of IRBD. EMBC (2015)
Umaer Hanif, Lotte Trap, Poul Jennum, Marielle Zoetmulder, Helge B. D. Sørensen
Quantification of muscle activity during sleep for patients with neurodegenerative diseases. EMBC (2015)
Laerke K. Krohne, Rie B. Hansen, Julie A. E. Christensen, Helge B. D. Sørensen, Poul Jennum
Detection of K-complexes based on the wavelet transform. EMBC (2014)
Kristine Carmes, Lykke Kempfner, Helge Bjarup Dissing Sørensen, Poul Jennum
Novel method for detection of Sleep Apnoea using respiration signals. EMBC (2014)
Dorthe B. Saadi, Karsten Hoppe, Kenneth Egstrup, Poul Jennum, Helle K. Iversen, Jorgen L. Jeppesen, Helge B. D. Sørensen
Automatic quality classification of entire electrocardiographic recordings obtained with a novel patch type recorder. EMBC (2014)
Jacob Kempfner, Poul Jennum, Helge B. D. Sørensen, Julie A. E. Christensen, Miki Nikolic
Automatic SLEEP staging: From young aduslts to elderly patients using multi-class support vector machine. EMBC (2013)
Jacob Kempfner, Poul Jennum, Miki Nikolic, Julie A. E. Christensen, Helge B. D. Sørensen
SLEEP phenomena as an early biomarker for Parkinsonism. EMBC (2013)
Henriette Koch, Julie A. E. Christensen, Rune Frandsen, Lars Arvastson, Søren R. Christensen, Helge B. D. Sørensen, Poul Jennum
Classification of iRBD and Parkinson's patients using a general data-driven sleep staging model built on EEG. EMBC (2013)
Ingeborg H. Hansen, Mikkel Marcussen, Julie A. E. Christensen, Poul Jennum, Helge B. D. Sørensen
Detection of a sleep disorder predicting Parkinson's disease. EMBC (2013)
Julie A. E. Christensen, Henriette Koch, Rune Frandsen, Jacob Kempfner, Lars Arvastson, Søren R. Christensen, Helge B. D. Sørensen, Poul Jennum
Classification of iRBD and Parkinson's disease patients based on eye movements during sleep. EMBC (2013)
Sabrina Lyngbye Wendt, Julie A. E. Christensen, Jacob Kempfner, Helle L. Leonthin, Poul Jennum, Helge B. D. Sørensen
Validation of a novel automatic sleep spindle detector with high performance during sleep in middle aged subjects. EMBC (2012)
Jacob Kempfner, Poul Jennum, Miki Nikolic, Julie A. E. Christensen, Helge B. D. Sørensen
Automatic detection of REM sleep in subjects without atonia. EMBC (2012)
Julie A. E. Christensen, Rune Frandsen, Jacob Kempfner, Lars Arvastson, Søren R. Christensen, Poul Jennum, Helge B. D. Sørensen
Separation of Parkinson's patients in early and mature stages from control subjects using one EOG channel. EMBC (2012)
Isa Conradsen, Sándor Beniczky, Peter Wolf, Poul Jennum, Helge B. D. Sørensen
Evaluation of novel algorithm embedded in a wearable sEMG device for seizure detection. EMBC (2012)
Jacob Kempfner, Gertrud Laura Sørensen, Helge B. D. Sørensen, Poul Jennum
Automatic REM sleep detection associated with idiopathic rem sleep Behavior Disorder. EMBC (2011)
Gertrud Laura Sørensen, Jacob Kempfner, Poul Jennum, Helge B. D. Sørensen
Detection of arousals in Parkinson's disease patients. EMBC (2011)
N. B. Finnerup, Anders Fuglsang-Frederiksen, P. Røssel, Poul Jennum
A computer-based information system for epilepsy and electroencephalography. Int. J. Medical Informatics 55 (2) (1999)