Thomas Penzel
Orcid: 0000-0002-4304-0112
According to our database1,
Thomas Penzel
authored at least 86 papers
between 1991 and 2024.
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Bibliography
2024
MSleepNet: A Semi-Supervision-Based Multiview Hybrid Neural Network for Simultaneous Sleep Arousal and Sleep Stage Detection.
IEEE Trans. Instrum. Meas., 2024
2023
The Beginning of the AI-Enabled Preventative PAP Therapy Era: A First-in-Human Proof of Concept Interventional Study.
IEEE Trans. Biomed. Eng., October, 2023
Nocturnal Blood Pressure Estimation from Sleep Plethysmography Using Machine Learning.
Sensors, September, 2023
Automatic sleep-stage classification of heart rate and actigraphy data using deep and transfer learning approaches.
Comput. Biol. Medicine, September, 2023
Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages.
IEEE Trans. Biomed. Eng., June, 2023
STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep Centers.
CoRR, 2023
A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
IEEE Trans. Biomed. Eng., 2022
High Frequency-Low Amplitude Oscillometry: Continuous Unobtrusive Monitoring of Respiratory Function on PAP Machines.
IEEE Trans. Biomed. Eng., 2022
A Deep Transfer Learning Framework for Sleep Stage Classification with Single-Channel EEG Signals.
Sensors, 2022
Single-lead ECG based multiscale neural network for obstructive sleep apnea detection.
Internet Things, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Reliability of heart-rate-variability features derived from ultra-short ECG recordings and their validity in the assessment of cardiac autonomic neuropathy.
Biomed. Signal Process. Control., 2021
IEEE Access Special Section Editorial: Smart Health Sensing and Computational Intelligence: From Big Data to Big Impacts.
IEEE Access, 2021
IEEE Access Special Section Editorial: Advanced Information Sensing and Learning Technologies for Data-Centric Smart Health Applications.
IEEE Access, 2021
Enhancing Current Cardiorespiratory-based Approaches of Sleep Stage Classification by Temporal Feature Stacking.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Sleep Apnea & Chronic Obstructive Pulmonary Disease: Overlap Syndrome Dynamics in Patients from an Epidemiological Study.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Directional Couplings Between Electroencephalogram and Interbeat Intervals Signals in Awake State and Different Stages of Sleep.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Evaluating Body Movement and Breathing Signals for Identification of Sleep/Wake States.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021
2020
Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals.
Sensors, 2020
Healthcare and data privacy requirements for e-health cloud: A qualitative analysis of clinician perspectives.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020
Distinguish Obstructive and Central Sleep Apnea by Portable Peripheral Arterial Tonometry<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020
A Comparison of Objective and Subjective Sleep Quality Measurement in a Group of Elderly Persons in a Home Environment.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
A Performant Web-Based Visualization, Assessment, and Collaboration Tool for Multidimensional Biosignals.
Frontiers Neuroinformatics, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Effects of optimized heart failure medication on central sleep apnea with Cheyne-Stokes respiration pattern in chronic heart failure with reduced left-ventricular ejection fraction.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Sleep-Wake Classification using Statistical Features Extracted from Photoplethysmographic Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Wearable Multimodal Stethoscope Patch for Wireless Biosignal Acquisition and Long-Term Auscultation.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Recognition of Sleep/Wake States analyzing Heart Rate, Breathing and Movement Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Proceedings of the Bioinformatics and Biomedical Engineering, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
An Algorithm for Real-Time Pulse Waveform Segmentation and Artifact Detection in Photoplethysmograms.
IEEE J. Biomed. Health Informatics, 2017
Future Gener. Comput. Syst., 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Heuristic Approximation of the MAP Estimator for Automatic Two-channel Sleep Staging.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
IEEE Trans. Biomed. Eng., 2016
Detection of cardiovascular risk from a photoplethysmographic signal using a matching pursuit algorithm.
Medical Biol. Eng. Comput., 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Photoplethysmography derivatives and pulse transit time in overnight blood pressure monitoring.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Entropy, 2015
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
2014
Detection of Respiratory Arousals Using Photoplethysmography (PPG) Signal in Sleep Apnea Patients.
IEEE J. Biomed. Health Informatics, 2014
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014
2013
Assessment of Feature Selection and Classification Approaches to Enhance Information from overnight oximetry in the Context of Apnea Diagnosis.
Int. J. Neural Syst., 2013
Grid based sleep research - Analysis of polysomnographies using a grid infrastructure.
Future Gener. Comput. Syst., 2013
Synchronisation and coupling analysis: Applied cardiovascular physics in sleep medicine.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Estimating relative respiratory effort from features of photo-plethysmography signal.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
ECG signal analysis for the assessment of sleep-disordered breathing and sleep pattern.
Medical Biol. Eng. Comput., 2012
Effect of CPAP therapy on daytime cardiovascular regulations in patients with obstructive sleep apnea.
Comput. Biol. Medicine, 2012
Personal health systems for diagnostics of sleep disorders using new sensors and grid technology.
Proceedings of the 6th IEEE International Conference on Digital Ecosystems and Technologies, 2012
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
2011
Influence of Slow Oscillating Transcranial Current Stimulation (so-tCS) on Electroencephalogram and Cognitive Performance.
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011
Prospective evaluation of logistic regression models from overnight oximetry to assist in sleep apnea diagnosis.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Cardiovascular and respiratory regulation during sleep in patients with sleep apnea with and without hypertension.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
IEEE Trans. Biomed. Eng., 2009
Application of Grid technology for automated detection of sleep disordered breathing.
Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009
Grid-Based Sleep Research: Analysis of Polysomnographies Using a Grid Infrastructure.
Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009
2007
Proceedings of the From Genes to Personalized HealthCare: Grid Solutions for the Life Sciences, 2007
2006
ENN-ICS - Implementation and Evaluation of a Multilingual Learning Management System for Sleep Medicine in Europe.
Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006
SENSATION remote monitoring system for enabling the "anytime, anywhere" monitoring of patients with selected sleep disorders.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2003
Comparison of detrended fluctuation analysis and spectral analysis for heart rate variability in sleep and sleep apnea.
IEEE Trans. Biomed. Eng., 2003
2001
A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders.
Artif. Intell. Medicine, 2001
Quality Assurance in Biosignal Processing and Evaluation of Physiological Analysis Systems.
Proceedings of the MEDINFO 2001, 2001
1996
Europäisches Neurologisches Netzwerk (ENN).
Proceedings of the Medizinische Informatik, Biometrie und Epidemiologie, 1996
1991
Entwicklung und Anwendung eines computergestützten Apnoeerkennungsverfahrens anhand des nasalen Luftflusses und der Sauerstoffsättigung.
PhD thesis, 1991