Helge B. D. Sørensen

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 43

Top Topics

Neurodegenerative Diseases

Automatic Detection

Top Venues

IEEE Trans. Biomed. Eng.

IEEE J. Biomed. Health Informatics

Publications

Mads Olsen, Jamie M. Zeitzer, Risa N. Richardson, Valerie H. Musgrave, Helge B. D. Sørensen, Emmanuel Mignot, Poul J. Jennum
A Deep Transfer Learning Approach for Sleep Stage Classification and Sleep Apnea Detection Using Wrist-Worn Consumer Sleep Technologies. IEEE Trans. Biomed. Eng. 71 (8) (2024)
Andreas Grønbech Petersen, Magnus Ruud Kjær, Helge B. D. Sørensen
Remote Estimation of Peripheral Oxygen Saturation and Pulse Rate From Facial Analysis Using a Smartphone Camera. EMBC (2023)
Luna Fabricius Ekenberg, Dan Eik Høfsten, Søren M. Rasmussen, Jesper Mølgaard, Philip Hasbak, Helge B. D. Sørensen, Christian S. Meyhoff, Eske K. Aasvang
Wireless Single-Lead versus Standard 12-Lead ECG, for ST-Segment Deviation during Adenosine Cardiac Stress Scintigraphy. Sensors 23 (6) (2023)
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)
Mads Olsen, Jamie M. Zeitzer, Risa N. Richardson, Polina Davidenko, Poul J. Jennum, Helge B. D. Sørensen, Emmanuel Mignot
A Flexible Deep Learning Architecture for Temporal Sleep Stage Classification Using Accelerometry and Photoplethysmography. IEEE Trans. Biomed. Eng. 70 (1) (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)
Søren M. Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen
Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models. EMBC (2022)
Ævar Örn Kristinsson, Ying Gu, Søren M. Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen
Prediction of serious outcomes based on continuous vital sign monitoring of high-risk patients. Comput. Biol. Medicine 147 (2022)
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)
Ying Gu, Søren M. Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian Sahlholt Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen
Prediction of severe adverse event from vital signs for post-operative patients. 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)
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)
Markus Waser, Heinrich Garn, Poul J. Jennum, Helge B. D. Sørensen
A Blind Source-Based Method for Automated Artifact-Correction in Standard Sleep EEG. EMBC (2018)
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)
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)
Markus Waser, Heinrich Garn, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Reinhold Schmidt, Poul J. Jennum, Helge B. D. Sørensen
A flexible method for the automated offline-detection of artifacts in multi-channel electroencephalogram recordings. EMBC (2017)
Adnan Vilic, John Asger Petersen, Troels Wienecke, Troels W. Kjær, Helge B. D. Sørensen
Queue-based modelling and detection of parameters involved in stroke outcome. EMBC (2017)
Matteo Cesari, Jesper Mehlsen, Anne-Birgitte Mehlsen, Helge B. D. Sørensen
Application of a new robust ECG T-wave delineation algorithm for the evaluation of the autonomic innervation of the myocardium. EMBC (2016)
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)
Nicolai Westergren, Rasmus L. Bendtsen, Troels W. Kjær, Carsten E. Thomsen, Sadasivan Puthusserypady, Helge B. D. Sørensen
Steady state visual evoked potential based brain-computer interface for cognitive assessment. EMBC (2016)
Adnan Vilic, John Asger Petersen, Karsten Hoppe, Helge B. D. Sørensen
Visualizing patient journals by combining vital signs monitoring and natural language processing. 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)
Ali Mohebbi, Signe K. D. Engelsholm, Sadasivan Puthusserypady, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen
A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. EMBC (2015)
Ingeborg H. Hansen, Karsten Hoppe, Anna Gjerde, Jørgen K. Kanters, Helge B. D. Sørensen
Comparing twelve-lead electrocardiography with close-to-heart patch based electrocardiography. 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)
Thomas Olund, Jonas Duun-Henriksen, Troels W. Kjær, Helge B. D. Sørensen
Automatic detection and classification of artifacts in single-channel EEG. EMBC (2014)
George Tanev, Dorthe B. Saadi, Karsten Hoppe, Helge B. D. Sørensen
Classification of acute stress using linear and non-linear heart rate variability analysis derived from sternal ECG. EMBC (2014)
Darius Adam Rohani, Helge B. D. Sørensen, Sadasivan Puthusserypady
Brain-computer interface using P300 and virtual reality: A gaming approach for treating ADHD. EMBC (2014)
Mehdi Ordikhani-Seyedlar, Helge B. D. Sørensen, Troels W. Kjær, Hartwig R. Siebner, Sadasivan Puthusserypady
SSVEP-modulation by covert and overt attention: Novel features for BCI in attention neuro-rehabilitation. EMBC (2014)
Gitte Bager, Kenan Vilic, Adnan Vilic, Jorgen Alving, Peter Wolf, Thomas Sams, Helge B. D. Sørensen
Video surveillance of epilepsy patients using color image processing. 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)
Julia Rosemary Thorpe, Trine Saida, Jesper Mehlsen, Anne-Birgitte Mehlsen, Henning Langberg, Karsten Hoppe, Helge B. D. Sørensen
Comparative study of T-amplitude features for fitness monitoring using the ePatch® ECG recorder. EMBC (2014)
Sigge N. Larsen, Isa Conradsen, Sándor Beniczky, Helge B. D. Sørensen
Detection of tonic epileptic seizures based on surface electromyography. EMBC (2014)
Thomas Bender, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen, Sadasivan Puthusserypady
Semi-supervised adaptation in ssvep-based brain-computer interface using tri-training. EMBC (2013)
Adnan Vilic, Troels W. Kjær, Carsten E. Thomsen, Sadasivan Puthusserypady, Helge B. D. Sørensen
DTU BCI speller: An SSVEP-based spelling system with dictionary support. EMBC (2013)
Katrine N. H. Petersen, Trine N. Nielsen, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen
Automatic characterization of dynamics in Absence Epilepsy. EMBC (2013)
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)
Darius A. Rohani, William S. Henning, Carsten E. Thomsen, Troels W. Kjær, Sadasivan Puthusserypady, Helge B. D. Sørensen
BCI using imaginary movements: The simulator. Comput. Methods Programs Biomed. 111 (2) (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)
Isa Conradsen, Sándor Beniczky, Karsten Hoppe, Peter Wolf, Helge B. D. Sørensen
Automated Algorithm for Generalized Tonic-Clonic Epileptic Seizure Onset Detection Based on sEMG Zero-Crossing Rate. IEEE Trans. Biomed. Eng. 59 (2) (2012)
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)
Dorthe B. Nielsena, Kenneth Egstrup, Jens Branebjerg, Gunnar B. Andersen, Helge B. D. Sørensen
Automatic QRS complex detection algorithm designed for a novel wearable, wireless electrocardiogram recording device. EMBC (2012)
Isa Conradsen, Sándor Beniczky, Peter Wolf, Troels W. Kjær, Thomas Sams, Helge B. D. Sørensen
Automatic multi-modal intelligent seizure acquisition (MISA) system for detection of motor seizures from electromyographic data and motion data. Comput. Methods Programs Biomed. 107 (2) (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)
Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Rasmus Elsborg Madsen, Line S. Remvig, Carsten E. Thomsen, Helge B. D. Sørensen
Correlation between intra- and extracranial background EEG. 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)
Isa Conradsen, Sándor Beniczky, Karsten Hoppe, Peter Wolf, Thomas Sams, Helge B. D. Sørensen
Seizure onset detection based on one sEMG channel. EMBC (2011)
Eline B. Petersen, Jonas Duun-Henriksen, Andrea Mazzaretto, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen
Generic single-channel detection of absence seizures. EMBC (2011)
Tobias P. Steinmann, Colin M. Andrew, Carsten E. Thomsen, Troels W. Kjær, Ernesta M. Meintjes, Christopher D. Molteno, Joseph B. Jacobson, Sandra W. Jacobson, Helge B. D. Sørensen
An auditory Go/No-Go study of event-related potentials in children with fetal alcohol spectrum disorders. EMBC (2011)
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)
Esben Vedel-Larsen, Jacob Fuglø, Fouad Channir, Carsten E. Thomsen, Helge B. D. Sørensen
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. 99 (3) (2010)
Helge B. D. Sørensen, Kaj B. Jakobsen, Ole Nymann
Identification of mine-shaped objects based on an efficient phase stepped-frequency radar approach. ICIP (3) (1997)
Helge B. D. Sørensen, Uwe Hartmann, Preben Hunnerup
Discriminative training of self-structuring hidden control neural models. ICASSP (1995)
Helge B. D. Sørensen, Uwe Hartmann
Hybrid model decomposition of speech and noise in a radial basis function neural model framework. ICASSP (2) (1994)
Helge B. D. Sørensen, Uwe Hartmann
Robust speaker-independent speech recognition using non-linear spectral subtraction based IMELDA. EUROSPEECH (1993)
Helge B. D. Sørensen
Context-dependent and -independent self-structuring hidden control models for speech recognition. ICSLP (1992)
Helge B. D. Sørensen, Uwe Hartmann
Self-structuring hidden control neural model for speech recognition. ICASSP (1992)
Helge B. D. Sørensen, Uwe Hartmann
A self-structuring neural noise reduction model. EUROSPEECH (1991)
Helge B. D. Sørensen
A cepstral noise reduction multi-layer neural network. ICASSP (1991)
Helge B. D. Sørensen, Paul Dalsgaard
Multi-level segmentation of natural continuous speech using different auditory front-ends. EUROSPEECH (1989)
Helge B. D. Sørensen, Paul Dalsgaard
Comparison of two frequency domain pitch detectors based on phonetic performance evaluation. ECST (1987)