Publications by authors named "Helge B D Sorensen"

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Mortality risk assessment using deep learning-based frequency analysis of electroencephalography and electrooculography in sleep.
Teitur Óli Kristjánsson, Katie L Stone, Helge B D Sorensen, Andreas Brink-Kjaer, Emmanuel Mignot

Sleep· February 2025

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A Deep Transfer Learning Approach for Sleep Stage Classification and Sleep Apnea Detection Using Wrist-Worn Consumer Sleep Technologies.
Mads Olsen, Jamie M Zeitzer, Risa Nakase-Richardson, Valerie H Musgrave, Helge B D Sorensen

IEEE Trans Biomed Eng· August 2024

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Deviations in continuously monitored electrodermal activity before severe clinical complications: a clinical prospective observational explorative cohort study.
Andreas Ohrt Johansen, Jesper Mølgaard, Søren Straarup Rasmussen, Ying Gu, Katja Kjær Grønbæk

J Clin Monit Comput· December 2023

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Quantifying physiological stability in the general ward using continuous vital signs monitoring: the circadian kernel density estimator.
Søren S Rasmussen, Katja K Grønbæk, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian S Meyhoff

J Clin Monit Comput· December 2023

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MSED: A Multi-Modal Sleep Event Detection Model for Clinical Sleep Analysis.
Alexander Neergaard Zahid, Poul Jennum, Emmanuel Mignot, Helge B D Sorensen

IEEE Trans Biomed Eng· September 2023

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SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder.
Katarina Mary Gunter, Andreas Brink-Kjaer, Emmanuel Mignot, Helge B D Sorensen, Emmanuel During

IEEE J Biomed Health Inform· September 2023

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Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy.
Andreas Brink-Kjaer, Joseph Winer, Jamie M Zeitzer, Helge B D Sorensen, Poul Jennum

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Remote Estimation of Peripheral Oxygen Saturation and Pulse Rate From Facial Analysis Using a Smartphone Camera.
Andreas Gronbech Petersen, Magnus Ruud Kjar, Helge B D Sorensen

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Continuous monitoring is superior to manual measurements in detecting vital sign deviations in patients with COVID-19.
Katja Kjaer Grønbaek, Søren Møller Rasmussen, Natasha Hemicke Langer, Mette Vincentz, Anne-Britt Oxbøll

Acta Anaesthesiol Scand· May 2023

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Wireless Single-Lead versus Standard 12-Lead ECG, for ST-Segment Deviation during Adenosine Cardiac Stress Scintigraphy.
Luna Fabricius Ekenberg, Dan Eik Høfsten, Søren M Rasmussen, Jesper Mølgaard, Philip Hasbak

Sensors (Basel)· March 2023

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Automatic scoring of drug-induced sleep endoscopy for obstructive sleep apnea using deep learning.
Umaer Hanif, Eva Kirkegaard Kiaer, Robson Capasso, Stanley Y Liu, Emmanuel J M Mignot, Helge B D Sorensen

Sleep Med· February 2023

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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 Sorensen

IEEE Trans Biomed Eng· January 2023

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Ambulatory Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Combining Actigraphy and Questionnaire.
Andreas Brink-Kjaer, Niraj Gupta, Eric Marin, Jennifer Zitser, Oliver Sum-Ping, Helge B D Sorensen

Mov Disord· January 2023

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Continuous wireless pre- and postoperative vital sign monitoring reveal new, severe desaturations after vascular surgery.
Jesper Mølgaard, Søren Straarup Rasmussen, Jonas Eiberg, Helge Bjarup Dissing Sørensen, Christian Sylvest Meyhoff

Acta Anaesthesiol Scand· January 2023

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The association between vital signs abnormalities during postanaesthesia care unit stay and deterioration in the general ward following major abdominal cancer surgery assessed by continuous wireless monitoring.
Magnus Skovbye, Jesper Mølgaard, Søren M Rasmussen, Helge B D Sørensen, Christian S Meyhoff

Crit Care Resusc· December 2022

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Agreement between standard and continuous wireless vital sign measurements after major abdominal surgery: a clinical comparison study.
Camilla Haahr-Raunkjaer, Magnus Skovbye, Søren M Rasmussen, Mikkel Elvekjaer, Helge B D Sørensen

Physiol Meas· November 2022

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Clinical impact of vital sign abnormalities in patients admitted with acute exacerbation of chronic obstructive pulmonary disease: an observational study using continuous wireless monitoring.
Mikkel Elvekjaer, Søren M Rasmussen, Katja K Grønbæk, Celeste M Porsbjerg, Jens-Ulrik Jensen

Intern Emerg Med· September 2022

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Prediction of serious outcomes based on continuous vital sign monitoring of high-risk patients.
Ævar Örn Kristinsson, Ying Gu, Søren M Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær

Comput Biol Med· August 2022

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Transcutaneous blood gas monitoring and tissue perfusion during common femoral thromboendarterectomy.
Emilie Sigvardt, Søren Møller Rasmussen, Jonas Peter Eiberg, Helge Bjarup Dissing Sørensen, Christian Sylvest Meyhoff

Scand J Clin Lab Invest· July 2022

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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, Helge B D Sorensen

NPJ Digit Med· July 2022

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Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models.
Soren M Rasmussen, Jesper Molgaard, Camilla Haahr-Raunkjaer, Christian S Meyhoff, Eske Aasvang, Helge B D Sorensen

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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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 Sorensen

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Detection of Cheyne-Stokes Breathing using a transformer-based neural network.
Asbjoern W Helge, Umaer Hanif, Villads H Joergensen, Poul Jennum, Emmanuel Mignot, Helge B D Sorensen

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Prediction of Serious Adverse Events from Nighttime Vital Signs Values.
Leon Mayer, Soren M Rasmussen, Jesper Molgaard, Ying Gu, Eske K Aasvang, Helge B D Sorensen

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Correction: A Model for Estimating Biological Age From Physiological Biomarkers of Healthy Aging: Cross-sectional Study.
Karina Louise Skov Husted, Andreas Brink-Kjær, Mathilde Fogelstrøm, Pernille Hulst, Akita Bleibach

JMIR Aging· June 2022

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