Helge B. D. Sørensen

87 papers Misc 3Journal 17Unranked 67

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Deep Transfer Learning Approach for Sleep Stage Classification and Sleep Apnea Detection Using Wrist-Worn Consumer Sleep Technologies. IEEE Trans. Biomed. Eng. Mads Olsen, Jamie M. Zeitzer, Risa N. Richardson, Valerie H. Musgrave, Helge B. D. Sørensen, Emmanuel Mignot, Poul J. Jennum
2023	J	`jnl`	A Flexible Deep Learning Architecture for Temporal Sleep Stage Classification Using Accelerometry and Photoplethysmography. IEEE Trans. Biomed. Eng. Mads Olsen, Jamie M. Zeitzer, Risa N. Richardson, Polina Davidenko, Poul J. Jennum, Helge B. D. Sørensen, Emmanuel Mignot
2023	—	`conf`	Fully Automated Detection of Isolated Rapid-Eye-Movement Sleep Behavior Disorder Using Actigraphy. EMBC Andreas Brink-Kjaer, Joseph Winer, Jamie M. Zeitzer, Helge B. D. Sørensen, Poul Jennum, Emmanuel Mignot, Emmanuel During
2023	J	`jnl`	MSED: A Multi-Modal Sleep Event Detection Model for Clinical Sleep Analysis. IEEE Trans. Biomed. Eng. Alexander Neergaard Zahid, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
2023	—	`conf`	Remote Estimation of Peripheral Oxygen Saturation and Pulse Rate From Facial Analysis Using a Smartphone Camera. EMBC Andreas Grønbech Petersen, Magnus Ruud Kjær, Helge B. D. Sørensen
2023	J	`jnl`	SViT: A Spectral Vision Transformer for the Detection of REM Sleep Behavior Disorder. IEEE J. Biomed. Health Informatics Katarina Mary Gunter, Andreas Brink-Kjær, Emmanuel Mignot, Helge B. D. Sørensen, Emmanuel During, Poul Jennum
2023	J	`jnl`	Wireless Single-Lead versus Standard 12-Lead ECG, for ST-Segment Deviation during Adenosine Cardiac Stress Scintigraphy. Sensors Luna Fabricius Ekenberg, Dan Eik Høfsten, Søren M. Rasmussen, Jesper Mølgaard, Philip Hasbak, Helge B. D. Sørensen, Christian S. Meyhoff, Eske Kvanner Aasvang
2022	J	`jnl`	Age estimation from sleep studies using deep learning predicts life expectancy. npj Digit. Medicine 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
2022	—	`conf`	Detection of Cheyne-Stokes Breathing using a transformer-based neural network. EMBC Asbjoern W. Helge, Umaer Hanif, Villads Hulgaard Joergensen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
2022	—	`conf`	End-to-end Deep Learning of Polysomnograms for Classification of REM Sleep Behavior Disorder. EMBC Andreas Brink-Kjaer, Katarina Mary Gunter, Emmanuel Mignot, Emmanuel During, Poul Jennum, Helge B. D. Sørensen
2022	—	`conf`	Forecasting of Continuous Vital Sign Using Multivariate Auto-Regressive Models. EMBC Søren M. Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen
2022	—	`conf`	Prediction of Serious Adverse Events from Nighttime Vital Signs Values. EMBC Leon Mayer, Søren M. Rasmussen, Jesper Mølgaard, Ying Gu, Eske Kvanner Aasvang, Christian S. Meyhoff, Helge B. D. Sørensen
2022	J	`jnl`	Prediction of serious outcomes based on continuous vital sign monitoring of high-risk patients. Comput. Biol. Medicine Ævar Örn Kristinsson, Ying Gu, Søren M. Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen
2021	—	`conf`	Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea. EMBC Villads Hulgaard Joergensen, Umaer Hanif, Poul Jennum, Emmanuel Mignot, Asbjoern W. Helge, Helge B. D. Sørensen
2021	J	`jnl`	Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans. IEEE J. Biomed. Health Informatics 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
2021	J	`jnl`	MSED: a multi-modal sleep event detection model for clinical sleep analysis. CoRR Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
2021	—	`conf`	Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men. EMBC Magnus Ruud Kjær, Andreas Brink-Kjær, Umaer Hanif, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen
2021	—	`conf`	Prediction of severe adverse event from vital signs for post-operative patients. EMBC Ying Gu, Søren M. Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen
2021	—	`conf`	Semi-Supervised Analysis of the Electrocardiogram Using Deep Generative Models. EMBC Søren M. Rasmussen, Malte E. K. Jensen, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen
2021	—	`conf`	Upper Airway Classification in Sleep Endoscopy Examinations using Convolutional Recurrent Neural Networks EMBC Umaer Hanif, Eric Kezirian, Eva Kirkegaard Kiær, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum
2020	J	`jnl`	Automatic sleep stage classification with deep residual networks in a mixed-cohort setting. CoRR Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
2020	—	`conf`	Deep transfer learning for improving single-EEG arousal detection. EMBC Alexander Neergaard Olesen, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
2020	—	`conf`	Predicting Age with Deep Neural Networks from Polysomnograms. EMBC Andreas Brink-Kjaer, Emmanuel Mignot, Helge B. D. Sørensen, Poul Jennum
2020	—	`conf`	Prediction of Patient Demographics using 3D Craniofacial Scans and Multi-view CNNs. EMBC Umaer Hanif, Rasmus R. Paulsen, Eileen B. Leary, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen
2019	—	`conf`	A Clinically Applicable Interactive Micro and Macro-Sleep Staging Algorithm for Elderly and Patients with Neurodegeneration. EMBC Matteo Cesari, Julie A. E. Christensen, Friederike Sixel-Döring, Maria-Lucia Muntean, Brit Mollenhauer, Claudia Trenkwalder, Poul Jennum, Helge B. D. Sørensen
2019	J	`jnl`	Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness. CoRR Andreas Brink-Kjaer, Alexander Neergaard Olesen, Paul E. Peppard, Katie L. Stone, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
2019	—	`conf`	Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram. EMBC Alexander Neergaard Olesen, Stanislas Chambon, Valentin Thorey, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
2019	J	`jnl`	Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram. CoRR Alexander Neergaard Olesen, Stanislas Chambon, Valentin Thorey, Poul Jennum, Emmanuel Mignot, Helge B. D. Sørensen
2018	—	`conf`	A Blind Source-Based Method for Automated Artifact-Correction in Standard Sleep EEG. EMBC Markus Waser, Heinrich Garn, Poul J. Jennum, Helge B. D. Sørensen
2018	—	`conf`	A New Fully Automated Random-Forest Algorithm for Sleep Staging. EMBC Aske B. Klok, Joakim Edin, Matteo Cesari, Alexander Neergaard Olesen, Poul Jennum, Helge B. D. Sørensen
2018	—	`conf`	Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms. EMBC Alexander Neergaard Olesen, Poul Jennum, Paul E. Peppard, Emmanuel Mignot, Helge B. D. Sørensen
2018	—	`conf`	Mobile Apnea Screening System for at-home Recording and Analysis of Sleep Apnea Severity. EMBC Mathias P. Bonnesen, Helge B. D. Sørensen, Poul Jennum
2018	—	`conf`	Probabilistic Data-Driven Method for Limb Movement Detection during Sleep. EMBC Matteo Cesari, Julie A. E. Christensen, Poul Jennum, Helge B. D. Sørensen
2017	—	`conf`	A flexible method for the automated offline-detection of artifacts in multi-channel electroencephalogram recordings. EMBC Markus Waser, Heinrich Garn, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Reinhold Schmidt, Poul J. Jennum, Helge B. D. Sørensen
2017	—	`conf`	Queue-based modelling and detection of parameters involved in stroke outcome. EMBC Adnan Vilic, John Asger Petersen, Troels Wienecke, Troels W. Kjær, Helge B. D. Sørensen
2017	J	`jnl`	The use of neural networks in the analysis of sleep stages and the diagnosis of narcolepsy. CoRR 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
2016	—	`conf`	A Noise-Assisted Data Analysis Method for Automatic EOG-Based Sleep Stage Classification Using Ensemble Learning. EMBC Alexander Neergaard Olesen, Julie A. E. Christensen, Helge B. D. Sørensen, Poul Jennum
2016	—	`conf`	Application of a new robust ECG T-wave delineation algorithm for the evaluation of the autonomic innervation of the myocardium. EMBC Matteo Cesari, Jesper Mehlsen, Anne-Birgitte Mehlsen, Helge B. D. Sørensen
2016	—	`conf`	Portable prescreening system for sleep apnea. EMBC Martin Kjaer Guul, Poul Jennum, Helge B. D. Sørensen
2016	—	`conf`	Steady state visual evoked potential based brain-computer interface for cognitive assessment. EMBC Nicolai Westergren, Rasmus L. Bendtsen, Troels W. Kjær, Carsten E. Thomsen, Sadasivan Puthusserypady, Helge B. D. Sørensen
2016	—	`conf`	Visualizing patient journals by combining vital signs monitoring and natural language processing. EMBC Adnan Vilic, John Asger Petersen, Karsten Hoppe, Helge B. D. Sørensen
2015	—	`conf`	A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. EMBC Ali Mohebbi, Signe K. D. Engelsholm, Sadasivan Puthusserypady, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen
2015	—	`conf`	Comparing twelve-lead electrocardiography with close-to-heart patch based electrocardiography. EMBC Ingeborg H. Hansen, Karsten Hoppe, Anna Gjerde, Jørgen K. Kanters, Helge B. D. Sørensen
2015	—	`conf`	EEG recordings as a source for the detection of IRBD. EMBC Sissel Bisgaard, Bolette Duun-Christensen, Lykke Kempfner, Helge B. D. Sørensen, Poul Jennum
2015	—	`conf`	Quantification of muscle activity during sleep for patients with neurodegenerative diseases. EMBC Umaer Hanif, Lotte Trap, Poul Jennum, Marielle Zoetmulder, Helge B. D. Sørensen
2014	—	`conf`	Automatic detection and classification of artifacts in single-channel EEG. EMBC Thomas Olund, Jonas Duun-Henriksen, Troels W. Kjær, Helge B. D. Sørensen
2014	—	`conf`	Automatic quality classification of entire electrocardiographic recordings obtained with a novel patch type recorder. EMBC Dorthe B. Saadi, Karsten Hoppe, Kenneth Egstrup, Poul Jennum, Helle K. Iversen, Jorgen L. Jeppesen, Helge B. D. Sørensen
2014	—	`conf`	Brain-computer interface using P300 and virtual reality: A gaming approach for treating ADHD. EMBC Darius Adam Rohani, Helge B. D. Sørensen, Sadasivan Puthusserypady
2014	—	`conf`	Classification of acute stress using linear and non-linear heart rate variability analysis derived from sternal ECG. EMBC George Tanev, Dorthe B. Saadi, Karsten Hoppe, Helge B. D. Sørensen
2014	—	`conf`	Comparative study of T-amplitude features for fitness monitoring using the ePatch® ECG recorder. EMBC Julia Rosemary Thorpe, Trine Saida, Jesper Mehlsen, Anne-Birgitte Mehlsen, Henning Langberg, Karsten Hoppe, Helge B. D. Sørensen
2014	—	`conf`	Detection of K-complexes based on the wavelet transform. EMBC Laerke K. Krohne, Rie B. Hansen, Julie A. E. Christensen, Helge B. D. Sørensen, Poul Jennum
2014	—	`conf`	Detection of tonic epileptic seizures based on surface electromyography. EMBC Sigge N. Larsen, Isa Conradsen, Sándor Beniczky, Helge B. D. Sørensen
2014	—	`conf`	SSVEP-modulation by covert and overt attention: Novel features for BCI in attention neuro-rehabilitation. EMBC Mehdi Ordikhani-Seyedlar, Helge B. D. Sørensen, Troels W. Kjær, Hartwig R. Siebner, Sadasivan Puthusserypady
2014	—	`conf`	Video surveillance of epilepsy patients using color image processing. EMBC Gitte Bager, Kenan Vilic, Adnan Vilic, Jorgen Alving, Peter Wolf, Thomas Sams, Helge B. D. Sørensen
2013	—	`conf`	Automatic SLEEP staging: From young aduslts to elderly patients using multi-class support vector machine. EMBC Jacob Kempfner, Poul Jennum, Helge B. D. Sørensen, Julie A. E. Christensen, Miki Nikolic
2013	—	`conf`	Automatic characterization of dynamics in Absence Epilepsy. EMBC Katrine N. H. Petersen, Trine N. Nielsen, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen
2013	J	`jnl`	BCI using imaginary movements: The simulator. Comput. Methods Programs Biomed. Darius A. Rohani, William S. Henning, Carsten E. Thomsen, Troels W. Kjær, Sadasivan Puthusserypady, Helge B. D. Sørensen
2013	—	`conf`	Classification of iRBD and Parkinson's disease patients based on eye movements during sleep. EMBC Julie A. E. Christensen, Henriette Koch, Rune Frandsen, Jacob Kempfner, Lars Arvastson, Søren R. Christensen, Helge B. D. Sørensen, Poul Jennum
2013	—	`conf`	Classification of iRBD and Parkinson's patients using a general data-driven sleep staging model built on EEG. EMBC Henriette Koch, Julie A. E. Christensen, Rune Frandsen, Lars Arvastson, Søren R. Christensen, Helge B. D. Sørensen, Poul Jennum
2013	—	`conf`	DTU BCI speller: An SSVEP-based spelling system with dictionary support. EMBC Adnan Vilic, Troels W. Kjær, Carsten E. Thomsen, Sadasivan Puthusserypady, Helge B. D. Sørensen
2013	—	`conf`	Detection of a sleep disorder predicting Parkinson's disease. EMBC Ingeborg H. Hansen, Mikkel Marcussen, Julie A. E. Christensen, Poul Jennum, Helge B. D. Sørensen
2013	—	`conf`	SLEEP phenomena as an early biomarker for Parkinsonism. EMBC Jacob Kempfner, Poul Jennum, Miki Nikolic, Julie A. E. Christensen, Helge B. D. Sørensen
2013	—	`conf`	Semi-supervised adaptation in ssvep-based brain-computer interface using tri-training. EMBC Thomas Bender, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen, Sadasivan Puthusserypady
2012	J	`jnl`	Automated Algorithm for Generalized Tonic-Clonic Epileptic Seizure Onset Detection Based on sEMG Zero-Crossing Rate. IEEE Trans. Biomed. Eng. Isa Conradsen, Sándor Beniczky, Karsten Hoppe, Peter Wolf, Helge B. D. Sørensen
2012	—	`conf`	Automatic QRS complex detection algorithm designed for a novel wearable, wireless electrocardiogram recording device. EMBC Dorthe B. Nielsena, Kenneth Egstrup, Jens Branebjerg, Gunnar B. Andersen, Helge B. D. Sørensen
2012	—	`conf`	Automatic detection of REM sleep in subjects without atonia. EMBC Jacob Kempfner, Poul Jennum, Miki Nikolic, Julie A. E. Christensen, Helge B. D. Sørensen
2012	J	`jnl`	Automatic multi-modal intelligent seizure acquisition (MISA) system for detection of motor seizures from electromyographic data and motion data. Comput. Methods Programs Biomed. Isa Conradsen, Sándor Beniczky, Peter Wolf, Troels W. Kjær, Thomas Sams, Helge B. D. Sørensen
2012	—	`conf`	Correlation between intra- and extracranial background EEG. EMBC Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Rasmus Elsborg Madsen, Line S. Remvig, Carsten E. Thomsen, Helge B. D. Sørensen
2012	—	`conf`	Evaluation of novel algorithm embedded in a wearable sEMG device for seizure detection. EMBC Isa Conradsen, Sándor Beniczky, Peter Wolf, Poul Jennum, Helge B. D. Sørensen
2012	—	`conf`	Separation of Parkinson's patients in early and mature stages from control subjects using one EOG channel. EMBC Julie A. E. Christensen, Rune Frandsen, Jacob Kempfner, Lars Arvastson, Søren R. Christensen, Poul Jennum, Helge B. D. Sørensen
2012	—	`conf`	Validation of a novel automatic sleep spindle detector with high performance during sleep in middle aged subjects. EMBC Sabrina Lyngbye Wendt, Julie A. E. Christensen, Jacob Kempfner, Helle L. Leonthin, Poul Jennum, Helge B. D. Sørensen
2011	—	`conf`	An auditory Go/No-Go study of event-related potentials in children with fetal alcohol spectrum disorders. EMBC 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
2011	—	`conf`	Automatic REM sleep detection associated with idiopathic rem sleep Behavior Disorder. EMBC Jacob Kempfner, Gertrud Laura Sørensen, Helge B. D. Sørensen, Poul Jennum
2011	—	`conf`	Detection of arousals in Parkinson's disease patients. EMBC Gertrud Laura Sørensen, Jacob Kempfner, Poul Jennum, Helge B. D. Sørensen
2011	—	`conf`	Generic single-channel detection of absence seizures. EMBC Eline B. Petersen, Jonas Duun-Henriksen, Andrea Mazzaretto, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen
2011	—	`conf`	Seizure onset detection based on one sEMG channel. EMBC Isa Conradsen, Sándor Beniczky, Karsten Hoppe, Peter Wolf, Thomas Sams, Helge B. D. Sørensen
2010	J	`jnl`	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. Esben Vedel-Larsen, Jacob Fuglø, Fouad Channir, Carsten E. Thomsen, Helge B. D. Sørensen
1997	—	`conf`	Identification of mine-shaped objects based on an efficient phase stepped-frequency radar approach. ICIP (3) Helge B. D. Sørensen, Kaj B. Jakobsen, Ole Nymann
1995	Misc	`conf`	Discriminative training of self-structuring hidden control neural models. ICASSP Helge B. D. Sørensen, Uwe Hartmann, Preben Hunnerup
1994	—	`conf`	Hybrid model decomposition of speech and noise in a radial basis function neural model framework. ICASSP (2) Helge B. D. Sørensen, Uwe Hartmann
1993	—	`conf`	Robust speaker-independent speech recognition using non-linear spectral subtraction based IMELDA. EUROSPEECH Helge B. D. Sørensen, Uwe Hartmann
1992	—	`conf`	Context-dependent and -independent self-structuring hidden control models for speech recognition. ICSLP Helge B. D. Sørensen
1992	Misc	`conf`	Self-structuring hidden control neural model for speech recognition. ICASSP Helge B. D. Sørensen, Uwe Hartmann
1991	Misc	`conf`	A cepstral noise reduction multi-layer neural network. ICASSP Helge B. D. Sørensen
1991	—	`conf`	A self-structuring neural noise reduction model. EUROSPEECH Helge B. D. Sørensen, Uwe Hartmann
1989	—	`conf`	Multi-level segmentation of natural continuous speech using different auditory front-ends. EUROSPEECH Helge B. D. Sørensen, Paul Dalsgaard
1987	—	`conf`	Comparison of two frequency domain pitch detectors based on phonetic performance evaluation. ECST Helge B. D. Sørensen, Paul Dalsgaard