Comparison of two frequency domain pitch detectors based on phonetic performance evaluation. - Helge B. D. Sørensen; Paul Dalsgaard (ECST, 1987)

Multi-level segmentation of natural continuous speech using different auditory front-ends. - Helge B. D. Sørensen; Paul Dalsgaard (EUROSPEECH, 1989)

A cepstral noise reduction multi-layer neural network. - Helge B. D. Sørensen (ICASSP, 1991)

A self-structuring neural noise reduction model. - Helge B. D. Sørensen; Uwe Hartmann (EUROSPEECH, 1991)

Self-structuring hidden control neural model for speech recognition. - Helge B. D. Sørensen; Uwe Hartmann (ICASSP, 1992)

Context-dependent and -independent self-structuring hidden control models for speech recognition. - Helge B. D. Sørensen (ICSLP, 1992)

Pi-sigma and hidden control based self-structuring models for text-independent speaker recognition. - Helge Bjarup Dissing Sørensen; Uwe Hartmann (ICASSP (1), 1993)

Robust speaker-independent speech recognition using non-linear spectral subtraction based IMELDA. - Helge B. D. Sørensen; Uwe Hartmann (EUROSPEECH, 1993)

Hybrid model decomposition of speech and noise in a radial basis function neural model framework. - Helge B. D. Sørensen; Uwe Hartmann (ICASSP (2), 1994)

Discriminative training of self-structuring hidden control neural models. - Helge B. D. Sørensen; Uwe Hartmann; Preben Hunnerup (ICASSP, 1995)

Identification of mine-shaped objects based on an efficient phase stepped-frequency radar approach. - Helge B. D. Sørensen; Kaj B. Jakobsen; Ole Nymann (ICIP (3), 1997)

A comparative study between a simplified Kalman filter and Sliding Window Averaging for single trial dynamical estimation of event-related potentials. - Esben Vedel-Larsen; Jacob Fuglø; Fouad Channir; Carsten E. Thomsen; Helge B. D. Sørensen (Comput. Methods Programs Biomed., 2010)

Seizure onset detection based on one sEMG channel. - Isa Conradsen; Sándor Beniczky; Karsten Hoppe; Peter Wolf; Thomas Sams; Helge B. D. Sørensen (EMBC, 2011)

Automatic REM sleep detection associated with idiopathic rem sleep Behavior Disorder. - Jacob Kempfner; Gertrud Laura Sørensen; Helge B. D. Sørensen; Poul Jennum (EMBC, 2011)

Generic single-channel detection of absence seizures. - Eline B. Petersen; Jonas Duun-Henriksen; Andrea Mazzaretto; Troels W. Kjær; Carsten E. Thomsen; Helge B. D. Sørensen (EMBC, 2011)

Detection of arousals in Parkinson's disease patients. - Gertrud Laura Sørensen; Jacob Kempfner; Poul Jennum; Helge B. D. Sørensen (EMBC, 2011)

An auditory Go/No-Go study of event-related potentials in children with fetal alcohol spectrum disorders. - 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 (EMBC, 2011)

Separation of Parkinson's patients in early and mature stages from control subjects using one EOG channel. - Julie A. E. Christensen; Rune Frandsen; Jacob Kempfner; Lars Arvastson; Søren R. Christensen; Poul Jennum; Helge B. D. Sørensen (EMBC, 2012)

Evaluation of novel algorithm embedded in a wearable sEMG device for seizure detection. - Isa Conradsen; Sándor Beniczky; Peter Wolf; Poul Jennum; Helge B. D. Sørensen (EMBC, 2012)

Correlation between intra- and extracranial background EEG. - Jonas Duun-Henriksen; Troels Wesenberg Kjaer; Rasmus Elsborg Madsen; Line S. Remvig; Carsten E. Thomsen; Helge B. D. Sørensen (EMBC, 2012)

Automatic detection of REM sleep in subjects without atonia. - Jacob Kempfner; Poul Jennum; Miki Nikolic; Julie A. E. Christensen; Helge B. D. Sørensen (EMBC, 2012)

Automatic QRS complex detection algorithm designed for a novel wearable, wireless electrocardiogram recording device. - Dorthe B. Nielsena; Kenneth Egstrup; Jens Branebjerg; Gunnar B. Andersen; Helge B. D. Sørensen (EMBC, 2012)

Validation of a novel automatic sleep spindle detector with high performance during sleep in middle aged subjects. - Sabrina Lyngbye Wendt; Julie A. E. Christensen; Jacob Kempfner; Helle L. Leonthin; Poul Jennum; Helge B. D. Sørensen (EMBC, 2012)

Automatic multi-modal intelligent seizure acquisition (MISA) system for detection of motor seizures from electromyographic data and motion data. - Isa Conradsen; Sándor Beniczky; Peter Wolf; Troels W. Kjær; Thomas Sams; Helge B. D. Sørensen (Comput. Methods Programs Biomed., 2012)

Automated Algorithm for Generalized Tonic-Clonic Epileptic Seizure Onset Detection Based on sEMG Zero-Crossing Rate. - Isa Conradsen; Sándor Beniczky; Karsten Hoppe; Peter Wolf; Helge B. D. Sørensen (IEEE Trans. Biomed. Eng., 2012)

Semi-supervised adaptation in ssvep-based brain-computer interface using tri-training. - Thomas Bender; Troels W. Kjær; Carsten E. Thomsen; Helge B. D. Sørensen; Sadasivan Puthusserypady (EMBC, 2013)

Classification of iRBD and Parkinson's disease patients based on eye movements during sleep. - Julie A. E. Christensen; Henriette Koch; Rune Frandsen; Jacob Kempfner; Lars Arvastson; Søren R. Christensen; Helge B. D. Sørensen; Poul Jennum (EMBC, 2013)

Detection of a sleep disorder predicting Parkinson's disease. - Ingeborg H. Hansen; Mikkel Marcussen; Julie A. E. Christensen; Poul Jennum; Helge B. D. Sørensen (EMBC, 2013)

SLEEP phenomena as an early biomarker for Parkinsonism. - Jacob Kempfner; Poul Jennum; Miki Nikolic; Julie A. E. Christensen; Helge B. D. Sørensen (EMBC, 2013)

Automatic SLEEP staging: From young aduslts to elderly patients using multi-class support vector machine. - Jacob Kempfner; Poul Jennum; Helge B. D. Sørensen; Julie A. E. Christensen; Miki Nikolic (EMBC, 2013)

Classification of iRBD and Parkinson's patients using a general data-driven sleep staging model built on EEG. - Henriette Koch; Julie A. E. Christensen; Rune Frandsen; Lars Arvastson; Søren R. Christensen; Helge B. D. Sørensen; Poul Jennum (EMBC, 2013)

Automatic characterization of dynamics in Absence Epilepsy. - Katrine N. H. Petersen; Trine N. Nielsen; Troels W. Kjær; Carsten E. Thomsen; Helge B. D. Sørensen (EMBC, 2013)

DTU BCI speller: An SSVEP-based spelling system with dictionary support. - Adnan Vilic; Troels W. Kjær; Carsten E. Thomsen; Sadasivan Puthusserypady; Helge B. D. Sørensen (EMBC, 2013)

BCI using imaginary movements: The simulator. - Darius A. Rohani; William S. Henning; Carsten E. Thomsen; Troels W. Kjær; Sadasivan Puthusserypady; Helge B. D. Sørensen (Comput. Methods Programs Biomed., 2013)

Video surveillance of epilepsy patients using color image processing. - Gitte Bager; Kenan Vilic; Adnan Vilic; Jorgen Alving; Peter Wolf; Thomas Sams; Helge B. D. Sørensen (EMBC, 2014)

Novel method for detection of Sleep Apnoea using respiration signals. - Kristine Carmes; Lykke Kempfner; Helge Bjarup Dissing Sørensen; Poul Jennum (EMBC, 2014)

Detection of K-complexes based on the wavelet transform. - Laerke K. Krohne; Rie B. Hansen; Julie A. E. Christensen; Helge B. D. Sørensen; Poul Jennum (EMBC, 2014)

Detection of tonic epileptic seizures based on surface electromyography. - Sigge N. Larsen; Isa Conradsen; Sándor Beniczky; Helge B. D. Sørensen (EMBC, 2014)

Automatic detection and classification of artifacts in single-channel EEG. - Thomas Olund; Jonas Duun-Henriksen; Troels W. Kjær; Helge B. D. Sørensen (EMBC, 2014)

SSVEP-modulation by covert and overt attention: Novel features for BCI in attention neuro-rehabilitation. - Mehdi Ordikhani-Seyedlar; Helge B. D. Sørensen; Troels W. Kjær; Hartwig R. Siebner; Sadasivan Puthusserypady (EMBC, 2014)

Brain-computer interface using P300 and virtual reality: A gaming approach for treating ADHD. - Darius Adam Rohani; Helge B. D. Sørensen; Sadasivan Puthusserypady (EMBC, 2014)

Automatic quality classification of entire electrocardiographic recordings obtained with a novel patch type recorder. - Dorthe B. Saadi; Karsten Hoppe; Kenneth Egstrup; Poul Jennum; Helle K. Iversen; Jorgen L. Jeppesen; Helge B. D. Sørensen (EMBC, 2014)

Classification of acute stress using linear and non-linear heart rate variability analysis derived from sternal ECG. - George Tanev; Dorthe B. Saadi; Karsten Hoppe; Helge B. D. Sørensen (EMBC, 2014)

Comparative study of T-amplitude features for fitness monitoring using the ePatch® ECG recorder. - Julia Rosemary Thorpe; Trine Saida; Jesper Mehlsen; Anne-Birgitte Mehlsen; Henning Langberg; Karsten Hoppe; Helge B. D. Sørensen (EMBC, 2014)

EEG recordings as a source for the detection of IRBD. - Sissel Bisgaard; Bolette Duun-Christensen; Lykke Kempfner; Helge B. D. Sørensen; Poul Jennum (EMBC, 2015)

Quantification of muscle activity during sleep for patients with neurodegenerative diseases. - Umaer Hanif; Lotte Trap; Poul Jennum; Marielle Zoetmulder; Helge B. D. Sørensen (EMBC, 2015)

Comparing twelve-lead electrocardiography with close-to-heart patch based electrocardiography. - Ingeborg H. Hansen; Karsten Hoppe; Anna Gjerde; Jørgen K. Kanters; Helge B. D. Sørensen (EMBC, 2015)

A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. - Ali Mohebbi 001; Signe K. D. Engelsholm; Sadasivan Puthusserypady; Troels W. Kjær; Carsten E. Thomsen; Helge B. D. Sørensen (EMBC, 2015)

Application of a new robust ECG T-wave delineation algorithm for the evaluation of the autonomic innervation of the myocardium. - Matteo Cesari; Jesper Mehlsen; Anne-Birgitte Mehlsen; Helge B. D. Sørensen (EMBC, 2016)

Portable prescreening system for sleep apnea. - Martin Kjaer Guul; Poul Jennum; Helge B. D. Sørensen (EMBC, 2016)

A Noise-Assisted Data Analysis Method for Automatic EOG-Based Sleep Stage Classification Using Ensemble Learning. - Alexander Neergaard Olesen; Julie A. E. Christensen; Helge B. D. Sørensen; Poul Jennum (EMBC, 2016)

Visualizing patient journals by combining vital signs monitoring and natural language processing. - Adnan Vilic; John Asger Petersen; Karsten Hoppe; Helge B. D. Sørensen (EMBC, 2016)

Steady state visual evoked potential based brain-computer interface for cognitive assessment. - Nicolai Westergren; Rasmus L. Bendtsen; Troels W. Kjær; Carsten E. Thomsen; Sadasivan Puthusserypady; Helge B. D. Sørensen (EMBC, 2016)

Queue-based modelling and detection of parameters involved in stroke outcome. - Adnan Vilic; John Asger Petersen; Troels Wienecke; Troels W. Kjær; Helge B. D. Sørensen (EMBC, 2017)

A flexible method for the automated offline-detection of artifacts in multi-channel electroencephalogram recordings. - Markus Waser; Heinrich Garn; Thomas Benke; Peter Dal-Bianco; Gerhard Ransmayr; Reinhold Schmidt; Poul J. Jennum; Helge B. D. Sørensen (EMBC, 2017)

The use of neural networks in the analysis of sleep stages and the diagnosis of narcolepsy. - 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; et al. (CoRR, 2017)

Mobile Apnea Screening System for at-home Recording and Analysis of Sleep Apnea Severity. - Mathias P. Bonnesen; Helge B. D. Sørensen; Poul Jennum (EMBC, 2018)

Probabilistic Data-Driven Method for Limb Movement Detection during Sleep. - Matteo Cesari; Julie A. E. Christensen; Poul Jennum; Helge B. D. Sørensen (EMBC, 2018)

A New Fully Automated Random-Forest Algorithm for Sleep Staging. - Aske B. Klok; Joakim Edin; Matteo Cesari; Alexander Neergaard Olesen; Poul Jennum; Helge B. D. Sørensen (EMBC, 2018)

Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms. - Alexander Neergaard Olesen; Poul Jennum; Paul E. Peppard; Emmanuel Mignot; Helge B. D. Sørensen (EMBC, 2018)

A Blind Source-Based Method for Automated Artifact-Correction in Standard Sleep EEG. - Markus Waser; Heinrich Garn; Poul J. Jennum; Helge B. D. Sørensen (EMBC, 2018)

Towards an automated multimodal clinical decision support system at the post anesthesia care unit. - Rasmus Munch Olsen; Eske Kvanner Aasvang; Christian Sahlholt Meyhoff; Helge Bjarup Dissing Sørensen (Comput. Biol. Medicine, 2018)

A Clinically Applicable Interactive Micro and Macro-Sleep Staging Algorithm for Elderly and Patients with Neurodegeneration. - Matteo Cesari; Julie A. E. Christensen; Friederike Sixel-Döring; Maria-Lucia Muntean; Brit Mollenhauer; Claudia Trenkwalder; Poul Jennum; Helge B. D. Sørensen (EMBC, 2019)

Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram. - Alexander Neergaard Olesen; Stanislas Chambon; Valentin Thorey; Poul Jennum; Emmanuel Mignot; Helge B. D. Sørensen (EMBC, 2019)

Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness. - Andreas Brink-Kjaer; Alexander Neergaard Olesen; Paul E. Peppard; Katie L. Stone; Poul Jennum; Emmanuel Mignot; Helge B. D. Sørensen (CoRR, 2019)

Predicting Age with Deep Neural Networks from Polysomnograms. - Andreas Brink-Kjaer; Emmanuel Mignot; Helge B. D. Sørensen; Poul Jennum (EMBC, 2020)

Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs. - Umaer Hanif; Rasmus R. Paulsen; Eileen B. Leary; Emmanuel Mignot; Poul Jennum; Helge B. D. Sørensen (EMBC, 2020)

Deep transfer learning for improving single-EEG arousal detection. - Alexander Neergaard Olesen; Poul Jennum; Emmanuel Mignot; Helge B. D. Sørensen (EMBC, 2020)

Automatic sleep stage classification with deep residual networks in a mixed-cohort setting. - Alexander Neergaard Olesen; Poul Jennum; Emmanuel Mignot; Helge B. D. Sørensen (CoRR, 2020)

Prediction of severe adverse event from vital signs for post-operative patients. - Ying Gu; Søren M. Rasmussen; Jesper Mølgaard; Camilla Haahr-Raunkjær; Christian S. Meyhoff; Eske Kvanner Aasvang; Helge B. D. Sørensen (EMBC, 2021)

Upper Airway Classification in Sleep Endoscopy Examinations using Convolutional Recurrent Neural Networks*. - Umaer Hanif; Eric Kezirian; Eva Kirkegaard Kiær; Emmanuel Mignot; Helge B. D. Sørensen; Poul Jennum (EMBC, 2021)

Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea. - Villads Hulgaard Joergensen; Umaer Hanif; Poul Jennum; Emmanuel Mignot; Asbjoern W. Helge; Helge B. D. Sørensen (EMBC, 2021)

Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men. - Magnus Ruud Kjær; Andreas Brink-Kjær; Umaer Hanif; Emmanuel Mignot; Poul Jennum; Helge B. D. Sørensen (EMBC, 2021)

Semi-Supervised Analysis of the Electrocardiogram Using Deep Generative Models. - Søren M. Rasmussen; Malte E. K. Jensen; Christian S. Meyhoff; Eske Kvanner Aasvang; Helge B. D. Sørensen (EMBC, 2021)

MSED: a multi-modal sleep event detection model for clinical sleep analysis. - Alexander Neergaard Olesen; Poul Jennum; Emmanuel Mignot; Helge B. D. Sørensen (CoRR, 2021)

Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans. - 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 (IEEE J. Biomed. Health Informatics, 2021)

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. Sørensen (EMBC, 2022)

Detection of Cheyne-Stokes Breathing using a transformer-based neural network. - Asbjoern W. Helge; Umaer Hanif; Villads Hulgaard Joergensen; Poul Jennum; Emmanuel Mignot; Helge B. D. Sørensen (EMBC, 2022)

Prediction of Serious Adverse Events from Nighttime Vital Signs Values. - Leon Mayer; Søren M. Rasmussen; Jesper Mølgaard; Ying Gu; Eske Kvanner Aasvang; Christian S. Meyhoff; Helge B. D. Sørensen (EMBC, 2022)

Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models. - Søren M. Rasmussen; Jesper Mølgaard; Camilla Haahr-Raunkjær; Christian S. Meyhoff; Eske Kvanner Aasvang; Helge B. D. Sørensen (EMBC, 2022)

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; Christian S. Meyhoff; Eske Kvanner Aasvang; Helge B. D. Sørensen (Comput. Biol. Medicine, 2022)

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; Paul E. Peppard; Nancy E. Lane; Peggy M. Cawthon; Susan Redline; Poul Jennum; Helge B. D. Sørensen; Emmanuel Mignot (npj Digit. Medicine, 2022)

Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy. - Andreas Brink-Kjaer; Joseph Winer; Jamie M. Zeitzer; Helge B. D. Sørensen; Poul Jennum; Emmanuel Mignot; Emmanuel During (EMBC, 2023)

Remote Estimation of Peripheral Oxygen Saturation and Pulse Rate From Facial Analysis Using a Smartphone Camera. - Andreas Grønbech Petersen; Magnus Ruud Kjær; Helge B. D. Sørensen (EMBC, 2023)

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. Sørensen; Emmanuel Mignot (IEEE Trans. Biomed. Eng., 2023)

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; Helge B. D. Sørensen; Christian S. Meyhoff; Eske Kvanner Aasvang (Sensors, 2023)

MSED: A Multi-Modal Sleep Event Detection Model for Clinical Sleep Analysis. - Alexander Neergaard Zahid; Poul Jennum; Emmanuel Mignot; Helge B. D. Sørensen (IEEE Trans. Biomed. Eng., 2023)

SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder. - Katarina Mary Gunter; Andreas Brink-Kjær; Emmanuel Mignot; Helge B. D. Sørensen; Emmanuel During; Poul Jennum (IEEE J. Biomed. Health Informatics, 2023)

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 N. Richardson; Valerie H. Musgrave; Helge B. D. Sørensen; Emmanuel Mignot; Poul J. Jennum (IEEE Trans. Biomed. Eng., 2024)