Helge D. Sorensen - Publications

Mortality risk assessment using deep learning-based frequency analysis of electroencephalography and electrooculography in sleep.

Journal: Sleep

Published: April 24, 2024

A Deep Transfer Learning Approach for Sleep Stage Classification and Sleep Apnea Detection Using Wrist-Worn Consumer Sleep Technologies.

Journal: IEEE transactions on bio-medical engineering

Published: March 18, 2024

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

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

Remote Estimation of Peripheral Oxygen Saturation and Pulse Rate From Facial Analysis Using a Smartphone Camera.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

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.

Journal: Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine

Published: December 04, 2023

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

Journal: IEEE journal of biomedical and health informatics

Published: July 04, 2023

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

Journal: IEEE transactions on bio-medical engineering

Published: April 07, 2023

Wireless Single-Lead versus Standard 12-Lead ECG, for ST-Segment Deviation during Adenosine Cardiac Stress Scintigraphy.

Journal: Sensors (Basel, Switzerland)

Published: February 03, 2023

Quantifying physiological stability in the general ward using continuous vital signs monitoring: the circadian kernel density estimator.

Journal: Journal of clinical monitoring and computing

Published: January 11, 2023

Continuous monitoring is superior to manual measurements in detecting vital sign deviations in patients with COVID-19.

Journal: Acta anaesthesiologica Scandinavica

Published: October 19, 2022

Automatic scoring of drug-induced sleep endoscopy for obstructive sleep apnea using deep learning.

Journal: Sleep medicine

Published: September 22, 2022

Prediction of Serious Adverse Events from Nighttime Vital Signs Values.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022