Helge B. D. Sørensen

Orcid: 0000-0001-5716-7600

According to our database1, Helge B. D. Sørensen authored at least 89 papers between 1987 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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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

MSED: A Multi-Modal Sleep Event Detection Model for Clinical Sleep Analysis.
IEEE Trans. Biomed. Eng., September, 2023

Wireless Single-Lead versus Standard 12-Lead ECG, for ST-Segment Deviation during Adenosine Cardiac Stress Scintigraphy.
Sensors, March, 2023

A Flexible Deep Learning Architecture for Temporal Sleep Stage Classification Using Accelerometry and Photoplethysmography.
IEEE Trans. Biomed. Eng., 2023

Remote Estimation of Peripheral Oxygen Saturation and Pulse Rate From Facial Analysis Using a Smartphone Camera.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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
Age estimation from sleep studies using deep learning predicts life expectancy.
npj Digit. Medicine, 2022

Prediction of serious outcomes based on continuous vital sign monitoring of high-risk patients.
Comput. Biol. Medicine, 2022

Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Prediction of Serious Adverse Events from Nighttime Vital Signs Values.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Detection of Cheyne-Stokes Breathing using a transformer-based neural network.
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
Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans.
IEEE J. Biomed. Health Informatics, 2021

MSED: a multi-modal sleep event detection model for clinical sleep analysis.
CoRR, 2021

Semi-Supervised Analysis of the Electrocardiogram Using Deep Generative Models.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men.
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.
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

Prediction of severe adverse event from vital signs for post-operative patients.
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

Deep transfer learning for improving single-EEG arousal detection.
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.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Predicting Age with Deep Neural Networks from Polysomnograms.
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

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
Towards an automated multimodal clinical decision support system at the post anesthesia care unit.
Comput. Biol. Medicine, 2018

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

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

Queue-based modelling and detection of parameters involved in stroke outcome.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Steady state visual evoked potential based brain-computer interface for cognitive assessment.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Visualizing patient journals by combining vital signs monitoring and natural language processing.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Portable prescreening system for sleep apnea.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Application of a new robust ECG T-wave delineation algorithm for the evaluation of the autonomic innervation of the myocardium.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Comparing twelve-lead electrocardiography with close-to-heart patch based electrocardiography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

EEG recordings as a source for the detection of IRBD.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Comparative study of T-amplitude features for fitness monitoring using the ePatch® ECG recorder.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Classification of acute stress using linear and non-linear heart rate variability analysis derived from sternal ECG.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Brain-computer interface using P300 and virtual reality: A gaming approach for treating ADHD.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

SSVEP-modulation by covert and overt attention: Novel features for BCI in attention neuro-rehabilitation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automatic detection and classification of artifacts in single-channel EEG.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Detection of tonic epileptic seizures based on surface electromyography.
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.
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.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Video surveillance of epilepsy patients using color image processing.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
BCI using imaginary movements: The simulator.
Comput. Methods Programs Biomed., 2013

DTU BCI speller: An SSVEP-based spelling system with dictionary support.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automatic characterization of dynamics in Absence Epilepsy.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

SLEEP phenomena as an early biomarker for Parkinsonism.
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.
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

Semi-supervised adaptation in ssvep-based brain-computer interface using tri-training.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Automated Algorithm for Generalized Tonic-Clonic Epileptic Seizure Onset Detection Based on sEMG Zero-Crossing Rate.
IEEE Trans. Biomed. Eng., 2012

Automatic multi-modal intelligent seizure acquisition (MISA) system for detection of motor seizures from electromyographic data and motion data.
Comput. Methods Programs Biomed., 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

Automatic QRS complex detection algorithm designed for a novel wearable, wireless electrocardiogram recording device.
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.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Correlation between intra- and extracranial background EEG.
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
An auditory Go/No-Go study of event-related potentials in children with fetal alcohol spectrum disorders.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Detection of arousals in Parkinson's disease patients.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Generic single-channel detection of absence seizures.
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

Seizure onset detection based on one sEMG channel.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A comparative study between a simplified Kalman filter and Sliding Window Averaging for single trial dynamical estimation of event-related potentials.
Comput. Methods Programs Biomed., 2010

1997
Identification of mine-shaped objects based on an efficient phase stepped-frequency radar approach.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1995
Discriminative training of self-structuring hidden control neural models.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Hybrid model decomposition of speech and noise in a radial basis function neural model framework.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Robust speaker-independent speech recognition using non-linear spectral subtraction based IMELDA.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993

Pi-sigma and hidden control based self-structuring models for text-independent speaker recognition.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Context-dependent and -independent self-structuring hidden control models for speech recognition.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

Self-structuring hidden control neural model for speech recognition.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
A self-structuring neural noise reduction model.
Proceedings of the Second European Conference on Speech Communication and Technology, 1991

A cepstral noise reduction multi-layer neural network.
Proceedings of the 1991 International Conference on Acoustics, 1991

1989
Multi-level segmentation of natural continuous speech using different auditory front-ends.
Proceedings of the First European Conference on Speech Communication and Technology, 1989

1987
Comparison of two frequency domain pitch detectors based on phonetic performance evaluation.
Proceedings of the European Conference on Speech Technology, 1987


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