Thomas Penzel - RankMe

96 papers B 2C 2Journal 42Unranked 49

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Diagnosis of Major Depressive Disorder With High Suicide Risk Using Slow-Wave Sleep Electroencephalograms by TCFM-CNN. IEEE Trans. Affect. Comput. Jie Wei, Hongyin Zhang, Thomas Penzel, Haitang Qiu, Yuan Zhang, Mang I Vai
2026	J	`jnl`	Holter-to-Sleep: AI-Enabled Repurposing of Single-Lead ECG for Sleep Phenotyping. CoRR Donglin Xie, Qingshuo Zhao, Jingyu Wang, Shijia Geng, Jiarui Jin, Jun Li, Rongrong Guo, Guangkun Nie, Gongzheng Tang, Yuxi Zhou, Thomas Penzel, Shenda Hong
2026	J	`jnl`	NeuroSleepNet: An Explainable Multi-Head Attention-Based Framework With Spatial and Multi-Scale Independent Temporal Context Learning for Automatic Sleep Stage Scoring. IEEE Access Muhammad Sudipto Siam Dip, Mohammod Abdul Motin, Chandan K. Karmakar, Thomas Penzel, Marimuthu Palaniswami
2025	J	`jnl`	ActiveSleepLearner: Less Annotation Budget for Better Large-Scale Sleep Staging. IEEE Trans. Emerg. Top. Comput. Intell. Qi Liu, Jie Wei, Thomas Penzel, Maarten De Vos, Yuan Zhang, Zhiyi Huang, Mikhail Poluektov, Yulan Zhu, Chenyu Li
2025	J	`jnl`	Age estimation for disorder characterization from pediatric polysomnograms. Biomed. Signal Process. Control. Sven Festag, Sebastian Herberger, Cord Spreckelsen, Dagmar Krefting, Ingo Fietze, Thomas Penzel, Peter B. Marschik, Nicolai Spicher
2025	J	`jnl`	Cross-Granular Collaborative Recognition of Cortical Arousal and Sleep Stages From Photoplethysmography. IEEE Trans. Biomed. Eng. Yamei Li, Jing Li, Xinyu Sun, Martin Glos, Yuan Zhang, Thomas Penzel
2025	—	`conf`	Using Ensemble Methods to Predict End of Apnea Episodes with EEG Signals. EUROCON Hisham ElMoaqet, Abdullah Ahmed, Matthew Salanitro, Martin Glos, Thomas Penzel
2025	—	`conf`	Visual Analytics for the Analysis of Sleep Quality. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP Maria Tsiobra, Georgios Nikolis, Christos Diamantakis, Matthew Salanitro, Ilias Kalamaras, Vasilis Lwlis, Thomas Penzel, Konstantinos Votis, Dimitrios Tzovaras
2025	J	`jnl`	World of ScoreCraft: Novel Multi Scorer Experiment on the Impact of a Decision Support System in Sleep Staging. CoRR Benedikt Holm, Arnar Óskarsson, Björn Elvar Þorleifsson, Hörður Þór Hafsteinsson, Sigríður Sigurðardóttir, Heiður Grétarsdóttir, Kenan Hoelke, Gabriel Marc Marie Jouan, Thomas Penzel, Erna Sif Arnardóttir, María Óskarsdóttir
2024	J	`jnl`	ESSN: An Efficient Sleep Sequence Network for Automatic Sleep Staging. IEEE J. Biomed. Health Informatics Yongliang Chen, Yudan Lv, Xinyu Sun, Mikhail Poluektov, Yuan Zhang, Thomas Penzel
2024	J	`jnl`	MSleepNet: A Semi-Supervision-Based Multiview Hybrid Neural Network for Simultaneous Sleep Arousal and Sleep Stage Detection. IEEE Trans. Instrum. Meas. Hongmei Liu, Haibo Zhang, Baozhu Li, Xinge Yu, Yuan Zhang, Thomas Penzel
2023	—	`conf`	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. EMBC Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Félix del Campo, David Gozal, Leila Kheirandish-Gozal, Thomas Penzel, Roberto Hornero
2023	J	`jnl`	Automatic sleep-stage classification of heart rate and actigraphy data using deep and transfer learning approaches. Comput. Biol. Medicine Yaopeng J. X. Ma, Johannes Zschocke, Martin Glos, Maria Kluge, Thomas Penzel, Jan W. Kantelhardt, Ronny P. Bartsch
2023	J	`jnl`	Nocturnal Blood Pressure Estimation from Sleep Plethysmography Using Machine Learning. Sensors Gizem Yilmaz, Xingyu Lyu, Ju Lynn Ong, Lieng Hsi Ling, Thomas Penzel, B. T. Thomas Yeo, Michael W. L. Chee
2023	J	`jnl`	Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages. IEEE Trans. Biomed. Eng. Ahsan Habib, Mohammod Abdul Motin, Thomas Penzel, Marimuthu Palaniswami, John Yearwood, Chandan K. Karmakar
2023	J	`jnl`	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 Ryan J. Urbanowicz, Harsh Bandhey, Brendan T. Keenan, Greg Maislin, Sy Hwang, Danielle L. Mowery, Shannon M. Lynch, Diego R. Mazzotti, Fang Han, Qing Yun Li, Thomas Penzel, Sergio Tufik, Lia Bittencourt, Thorarinn Gislason, Philip de Chazal, Bhajan Singh, Nigel McArdle, Ning-Hung Chen, Allan Pack, Richard J. Schwab, Peter A. Cistulli, Ulysses J. Magalang
2023	J	`jnl`	The Beginning of the AI-Enabled Preventative PAP Therapy Era: A First-in-Human Proof of Concept Interventional Study. IEEE Trans. Biomed. Eng. Meagan Sinclair, Hamed Hanafi Alamdari, Julia Paffile, Kamal El-Sankary, Scott C. Lowe, Stephen Driscoll, Sageev Oore, Heather Tomson, Gregory Begin, Guillermo Aristi, Michael Schmidt, David C. Roach, Thomas Penzel, Ingo Fietze, Sanjay R. Patel, Reena Mehra, Debra Morrison
2022	J	`jnl`	A Deep Transfer Learning Framework for Sleep Stage Classification with Single-Channel EEG Signals. Sensors Hisham ElMoaqet, Mohammad Eid, Mutaz Ryalat, Thomas Penzel
2022	J	`jnl`	Estimation of Sleep Stages Analyzing Respiratory and Movement Signals. IEEE J. Biomed. Health Informatics Maksym Gaiduk, Juan José Perea, Ralf Seepold, Natividad Martínez Madrid, Thomas Penzel, Martin Glos, Juan Antonio Ortega
2022	J	`jnl`	High Frequency-Low Amplitude Oscillometry: Continuous Unobtrusive Monitoring of Respiratory Function on PAP Machines. IEEE Trans. Biomed. Eng. Hamed Hanafi Alamdari, Luke Hacquebard, Stephen Driscoll, Kamal El-Sankary, David C. Roach, Robin LeBlanc, Scott C. Lowe, Sageev Oore, Thomas Penzel, Ingo Fietze, Michael Schmidt, Debra Morrison
2022	J	`jnl`	Reconstruction of Pulse Wave and Respiration From Wrist Accelerometer During Sleep. IEEE Trans. Biomed. Eng. Johannes Zschocke, Julian Leube, Martin Glos, Oxana Semyachkina-Glushkovskaya, Thomas Penzel, Ronny P. Bartsch, Jan W. Kantelhardt
2022	J	`jnl`	Single-lead ECG based multiscale neural network for obstructive sleep apnea detection. Internet Things Zhiya Wang, Caijing Peng, Baozhu Li, Thomas Penzel, Ran Liu, Yuan Zhang, Xinge Yu
2021	J	`jnl`	3D Camera and Pulse Oximeter for Respiratory Events Detection. IEEE J. Biomed. Health Informatics Carmina Reyes-Coronel, Christoph Wiesmeyr, Heinrich Garn, Bernhard Kohn, Markus Wimmer, Magdalena Mandl, Martin Glos, Thomas Penzel, Gerhard Klösch, Andrijana Stefanic-Kejik, Marion Böck, Eugenijus Kaniusas, Stefan Seidel
2021	—	`conf`	Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks. EMBC Fernando Vaquerizo-Villar, Daniel Álvarez, Jan F. Kraemer, Niels Wessel, Gonzalo C. Gutiérrez-Tobal, Eva Calvo, Félix del Campo, Leila Kheirandish-Gozal, David Gozal, Thomas Penzel, Roberto Hornero
2021	—	`conf`	Directional Couplings Between Electroencephalogram and Interbeat Intervals Signals in Awake State and Different Stages of Sleep. EMBC Ekaterina I. Borovkova, Alexey N. Hramkov, Anatoly S. Karavaev, Vladimir I. Ponomarenko, Mikhail D. Prokhorov, Yurii M. Ishbulatov, Thomas Penzel
2021	—	`conf`	Enhancing Current Cardiorespiratory-based Approaches of Sleep Stage Classification by Temporal Feature Stacking. EMBC Lucas Weber, Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Martin Glos, Thomas Penzel
2021	—	`conf`	Evaluating Body Movement and Breathing Signals for Identification of Sleep/Wake States. ApplePies Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Thomas Penzel, Lucas Weber, Massimo Conti, Simone Orcioni, Juan Antonio Ortega
2021	J	`jnl`	IEEE Access Special Section Editorial: Advanced Information Sensing and Learning Technologies for Data-Centric Smart Health Applications. IEEE Access Qingxue Zhang, Vincenzo Piuri, Edward A. Clancy, Dian Zhou, Thomas Penzel, Wenchuang Walter Hu
2021	J	`jnl`	IEEE Access Special Section Editorial: Smart Health Sensing and Computational Intelligence: From Big Data to Big Impacts. IEEE Access Qingxue Zhang, Vincenzo Piuri, Edward A. Clancy, Dian Zhou, Thomas Penzel, Wenchuang Walter Hu, Hui Zheng
2021	J	`jnl`	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. Dominik Wehler, Herbert F. Jelinek, Adrian Gronau, Niels Wessel, Jan F. Kraemer, Robert Krones, Thomas Penzel
2021	—	`conf`	Sleep Apnea & Chronic Obstructive Pulmonary Disease: Overlap Syndrome Dynamics in Patients from an Epidemiological Study. EMBC Ignasi Ferrer-Lluis, Yolanda Castillo-Escario, Martin Glos, Ingo Fietze, Thomas Penzel, Raimon Jané
2020	—	`conf`	A Comparison of Objective and Subjective Sleep Quality Measurement in a Group of Elderly Persons in a Home Environment. ApplePies Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Juan Antonio Ortega, Massimo Conti, Simone Orcioni, Thomas Penzel, Wilhelm Daniel Scherz, Juan José Perea, Ángel Serrano Alarcón, Gerald Weiss
2020	—	`conf`	Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models. APSIPA Carmina Coronel, Christoph Wiesmeyr, Heinrich Garn, Bernhard Kohn, Anahid Naghibzadeh-Jalali, Alexander Schindler, Markus Wimmer, Magdalena Mandl, Martin Glos, Thomas Penzel, Gerhard Kloesch, Andrijana Stefanic-Kejik, Marion Böck, Eugenijus Kaniusas, Stefan Seidel
2020	J	`jnl`	Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals. Sensors Hisham ElMoaqet, Mohammad Eid, Martin Glos, Mutaz Ryalat, Thomas Penzel
2020	—	`conf`	Distinguish Obstructive and Central Sleep Apnea by Portable Peripheral Arterial Tonometry EMBC Thomas Penzel, Martin Glos, Ingo Fietze, Sebastian Herberger, Giora Pillar
2020	—	`conf`	Embedded system for non-obtrusive sleep apnea detection EMBC Maksym Gaiduk, Simone Orcioni, Massimo Conti, Ralf Seepold, Thomas Penzel, Natividad Martínez Madrid, Juan Antonio Ortega
2020	C	`conf`	Healthcare and data privacy requirements for e-health cloud: A qualitative analysis of clinician perspectives. HealthCom Taridzo Chomutare, Kassaye Yitbarek Yigzaw, Sílvia Delgado Olabarriaga, Alexandra Makhlysheva, Marcela Tuler de Oliveira, Line Silsand, Dagmar Krefting, Thomas Penzel, Christiaan Hillen, Johan Gustav Bellika
2019	J	`jnl`	A Performant Web-Based Visualization, Assessment, and Collaboration Tool for Multidimensional Biosignals. Frontiers Neuroinformatics Maximilian Beier, Thomas Penzel, Dagmar Krefting
2019	J	`jnl`	A Review of Approaches for Sleep Quality Analysis. IEEE Access Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Thomas Penzel
2019	J	`jnl`	A Review of Obstructive Sleep Apnea Detection Approaches. IEEE J. Biomed. Health Informatics Fábio Mendonça, Sheikh Shanawaz Mostafa, Antonio G. Ravelo-García, Fernando Morgado Dias, Thomas Penzel
2019	—	`conf`	Detection of Sleep Apnea Using Sonar Smartphone Technology. EMBC Graeme Lyon, Roxana Tiron, Alberto Zaffaroni, Ahmed Osman, Hannah Kilroy, Katharina Lederer, Ingo Fietze, Thomas Penzel
2019	—	`conf`	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. EMBC Christoph Schöbel, Ingo Fietze, Thomas Penzel
2019	—	`conf`	Recognition of Sleep/Wake States analyzing Heart Rate, Breathing and Movement Signals. EMBC Maksym Gaiduk, Ralf Seepold, Thomas Penzel, Juan Antonio Ortega, Martin Glos, Natividad Martínez Madrid
2019	—	`conf`	Sleep Staging Monitoring Based on Sonar Smartphone Technology. EMBC Alberto Zaffaroni, Sam Coffey, Stephen Dodd, Hannah Kilroy, Graeme Lyon, Damien O'Rourke, Katharina Lederer, Ingo Fietze, Thomas Penzel
2019	—	`conf`	Sleep-Wake Classification using Statistical Features Extracted from Photoplethysmographic Signals. EMBC Mohammod Abdul Motin, Chandan Kumar Karmakar, Thomas Penzel, Marimuthu Palaniswami
2019	—	`conf`	Wearable Multimodal Stethoscope Patch for Wireless Biosignal Acquisition and Long-Term Auscultation. EMBC Michael Klum, Fabian Leib, Casper Oberschelp, David Martens, Alexandru-Gabriel Pielmus, Timo Tigges, Thomas Penzel, Reinhold Orglmeister
2018	—	`conf`	A Two Stage Approach for the Automatic Detection of Insomnia. EMBC Mostafa Ali Shahin, Lamana Mulaffer, Thomas Penzel, Beena Ahmed
2018	—	`conf`	Sensor-Mesh-Based System with Application on Sleep Study. IWBBIO (2) Maksym Gaiduk, Bruno Vunderl, Ralf Seepold, Juan Antonio Ortega, Thomas Penzel
2017	J	`jnl`	An Algorithm for Real-Time Pulse Waveform Segmentation and Artifact Detection in Photoplethysmograms. IEEE J. Biomed. Health Informatics Christoph Fischer, Benno Domer, Thomas Wibmer, Thomas Penzel
2017	—	`conf`	Blood pressure and cardiovascular parameters during sleep arousals. EMBC Sobhan Salari Shahrbabaki, Beena Ahmed, Thomas Penzel, Dean Cvetkovic
2017	—	`conf`	Comparing two insomnia detection models of clinical diagnosis techniques. EMBC Lamana Mulaffer, Mostafa Ali Shahin, Martin Glos, Thomas Penzel, Beena Ahmed
2017	J	`jnl`	Deep Learning and Insomnia: Assisting Clinicians With Their Diagnosis. IEEE J. Biomed. Health Informatics Mostafa Ali Shahin, Beena Ahmed, Sana Tmar-Ben Hamida, Fathima Lamana Mulaffer, Martin Glos, Thomas Penzel
2017	—	`conf`	Development of methods for sleep disordered breathing to identify phenotypes. EMBC Thomas Penzel, Christoph Schöbel, Martin Glos, Lisa Schwarz, Lisa Prochnow, Ingo Fietze
2017	—	`conf`	Heuristic Approximation of the MAP Estimator for Automatic Two-channel Sleep Staging. BIOSIGNALS Shirin Riazy, Tilo Wendler, Jürgen Pilz, Martin Glos, Thomas Penzel
2017	J	`jnl`	Multicenter data sharing for collaboration in sleep medicine. Future Gener. Comput. Syst. Maximilian Beier, Christoph Jansen, Geert Mayer, Thomas Penzel, Andrea Rodenbeck, René Siewert, Michael Witt, Jie Wu, Dagmar Krefting
2016	J	`jnl`	Detection of cardiovascular risk from a photoplethysmographic signal using a matching pursuit algorithm. Medical Biol. Eng. Comput. Dirk Sommermeyer, Ding Zou, Joachim H. Ficker, Winfried Randerath, Christoph Fischer, Thomas Penzel, Bernd Sanner, Jan Hedner, Ludger Grote
2016	—	`conf`	How many sleep stages do we need for an efficient automatic insomnia diagnosis? EMBC Sana Tmar-Ben Hamida, Martin Glos, Thomas Penzel, Beena Ahmed
2016	J	`jnl`	Insomnia Characterization: From Hypnogram to Graph Spectral Theory. IEEE Trans. Biomed. Eng. Ramiro Chaparro-Vargas, Beena Ahmed, Niels Wessel, Thomas Penzel, Dean Cvetkovic
2016	—	`conf`	Photoplethysmography derivatives and pulse transit time in overnight blood pressure monitoring. EMBC Sobhan Salari Shahrbabaki, Beena Ahmed, Thomas Penzel, Dean Cvetkovic
2016	—	`conf`	Pulse transit time and heart rate variability in sleep staging. EMBC Sobhan Salari Shahrbabaki, Beena Ahmed, Thomas Penzel, Dean Cvetkovic
2015	—	`conf`	A novel insomnia identification method based on Hjorth parameters. ISSPIT Sana Tmar-Ben Hamida, Beena Ahmed, Thomas Penzel
2015	—	`conf`	Automated sleep spindle detection using IIR filters and a Gaussian Mixture Model. EMBC Chanakya Reddy Patti, Thomas Penzel, Dean Cvetkovic
2015	—	`conf`	Characterising insomnia: A graph spectral theory approach. EMBC Ramiro Chaparro-Vargas, Beena Ahmed, Thomas Penzel, Dean Cvetkovic
2015	—	`conf`	EEG time and frequency domain analyses of primary insomnia. EMBC Sana Tmar-Ben Hamida, Thomas Penzel, Beena Ahmed
2015	B	`conf`	Multicenter Data Sharing for Collaboration in Sleep Medicine. CCGRID Maximilian Beier, Christoph Jansen, Geert Mayer, Thomas Penzel, Andrea Rodenbeck, René Siewert, Jie Wu, Dagmar Krefting
2015	J	`jnl`	Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection. Entropy Antonio G. Ravelo-García, Jan F. Kraemer, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Javier Navarro-Esteva, Gabriel Juliá-Serdá, Thomas Penzel, Niels Wessel
2015	—	`conf`	Periodic leg movement (PLM) monitoring using a distributed body sensor network. EMBC Priyanka Madhushri, Beena Ahmed, Thomas Penzel, Emil Jovanov
2015	—	`conf`	Searching arousals: A fuzzy logic approach. EMBC Ramiro Chaparro-Vargas, Beena Ahmed, Thomas Penzel, Dean Cvetkovic
2014	J	`jnl`	Detection of Respiratory Arousals Using Photoplethysmography (PPG) Signal in Sleep Apnea Patients. IEEE J. Biomed. Health Informatics Chandan K. Karmakar, Ahsan H. Khandoker, Thomas Penzel, Christoph Schöbel, Marimuthu Palaniswami
2014	J	`jnl`	Sleep Detection Using De-identified Depth Data. J. Mobile Multimedia Björn Krüger, Anna Vögele, Marouane Lassiri, Lukas Herwartz, Thomas Terkatz, Andreas Weber, Carmen Garcia, Ingo Fietze, Thomas Penzel
2014	—	`conf`	Sleep Detection Using a Depth Camera. ICCSA (1) Björn Krüger, Anna Vögele, Lukas Herwartz, Thomas Terkatz, Andreas Weber, Carmen Garcia, Ingo Fietze, Thomas Penzel
2013	J	`jnl`	Assessment of Feature Selection and Classification Approaches to Enhance Information from overnight oximetry in the Context of Apnea Diagnosis. Int. J. Neural Syst. Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Niels Wessel, Thomas Penzel, Martin Glos, Félix del Campo
2013	—	`conf`	Estimating relative respiratory effort from features of photo-plethysmography signal. EMBC Ahsan H. Khandoker, Chandan K. Karmakar, Thomas Penzel, Martin Glos, Christoph Schöbel, Marimuthu Palaniswami
2013	—	`conf`	Estimating sleep disordered breathing based on heart rate analysis. EMBC Thomas Penzel, Martin Glos, Christoph Schöbel, Sara Lal, Ingo Fietze
2013	J	`jnl`	Grid based sleep research - Analysis of polysomnographies using a grid infrastructure. Future Gener. Comput. Syst. Dagmar Krefting, Sebastian Canisius, Andreas Hoheisel, Helena Loose, Thomas Tolxdorff, Thomas Penzel
2013	—	`conf`	Synchronisation and coupling analysis: Applied cardiovascular physics in sleep medicine. EMBC Niels Wessel, Maik Riedl, Jan F. Kraemer, Andreas Müller, Thomas Penzel, Jürgen Kurths
2012	J	`jnl`	ECG signal analysis for the assessment of sleep-disordered breathing and sleep pattern. Medical Biol. Eng. Comput. Karl Kesper, Sebastian Canisius, Thomas Penzel, Thomas Ploch, W. Cassel
2012	J	`jnl`	Effect of CPAP therapy on daytime cardiovascular regulations in patients with obstructive sleep apnea. Comput. Biol. Medicine Thomas Penzel, Maik Riedl, Andrej Gapelyuk, Alexander Suhrbier, Georg Bretthauer, Hagen Malberg, Christoph Schöbel, Ingo Fietze, Jörg Heitmann, Jürgen Kurths, Niels Wessel
2012	—	`conf`	Personal health systems for diagnostics of sleep disorders using new sensors and grid technology. DEST Dagmar Krefting, Sebastian Canisius, Jie Wu, René Siewert, Svenja Specovius, Karl Kesper, Thomas Penzel
2012	—	`conf`	Symbolic Coupling Traces for Coupling Analyses of Medical Time Series. Bildverarbeitung für die Medizin Niels Wessel, Maik Riedl, Hagen Malberg, Thomas Penzel, Jürgen Kurths
2011	—	`conf`	Cardiovascular and respiratory regulation during sleep in patients with sleep apnea with and without hypertension. EMBC Thomas Penzel, Alexander Suhrbier, Georg Bretthauer, Maik Riedl, Niels Wessel, Jürgen Kurths, Hagen Malberg, Ingo Fietze
2011	—	`conf`	Influence of Slow Oscillating Transcranial Current Stimulation (so-tCS) on Electroencephalogram and Cognitive Performance. FET Isabella von Mengden, Carmen Garcia, Martin Glos, Thomas Penzel
2011	C	`conf`	Prospective evaluation of logistic regression models from overnight oximetry to assist in sleep apnea diagnosis. ISDA Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Thomas Penzel, Félix del Campo, Niels Wessel
2011	—	`conf`	Symbolic coupling traces for causality analysis of cardiovascular control. EMBC Niels Wessel, Alexander Suhrbier, Maik Riedl, Norbert Marwan, Hagen Malberg, Georg Bretthauer, Thomas Penzel, Jürgen Kurths
2011	—	`conf`	The SIESTA database and the SIESTA sleep analyzer. EMBC Thomas Penzel, Martin Glos, Carmen Garcia, Christoph Schöbel, Ingo Fietze
2009	—	`conf`	Application of Grid technology for automated detection of sleep disordered breathing. HealthGrid Sebastian Canisius, Thomas Penzel, Karl Kesper, Dagmar Krefting
2009	B	`conf`	Grid-Based Sleep Research: Analysis of Polysomnographies Using a Grid Infrastructure. CCGRID Dagmar Krefting, Sebastian Canisius, Andreas Hoheisel, Thomas Tolxdorff, Thomas Penzel
2009	J	`jnl`	Sleep Apnea Screening by Autoregressive Models From a Single ECG Lead. IEEE Trans. Biomed. Eng. Martín O. Méndez, Anna M. Bianchi, Matteo Matteucci, Sergio Cerutti, Thomas Penzel
2007	—	`conf`	Sleep Medicine as a Scenario for Medical Grid Application. HealthGrid Sebastian Canisius, Thomas Ploch, Karl Kesper, Matthew Smith, Bernd Freisleben, Thomas Penzel
2006	—	`conf`	ENN-ICS - Implementation and Evaluation of a Multilingual Learning Management System for Sleep Medicine in Europe. MIE Brigitte Knobl, Teresa Paiva, Dieter Jungmann, Rico Böhme, Thomas Penzel
2006	—	`conf`	SENSATION remote monitoring system for enabling the "anytime, anywhere" monitoring of patients with selected sleep disorders. EMBC Stavroula Maglavera, Nicos Maglaveras, Irini Lekka, Evangelos Bekiaris, Thomas Penzel, Sebastian Canisius, N. Jacob, Lefteris Leondaridis
2003	J	`jnl`	Comparison of detrended fluctuation analysis and spectral analysis for heart rate variability in sleep and sleep apnea. IEEE Trans. Biomed. Eng. Thomas Penzel, Jan W. Kantelhardt, Ludger Grote, Jörg-Hermann Peter, Armin Bunde
2001	J	`jnl`	A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders. Artif. Intell. Medicine Gabriela Guimarães, Jörg-Hermann Peter, Thomas Penzel, Alfred Ultsch
2001	—	`conf`	Quality Assurance in Biosignal Processing and Evaluation of Physiological Analysis Systems. MedInfo Christoph Zywietz, Thomas Penzel, Paul Woolman
1996	—	`conf`	Europäisches Neurologisches Netzwerk (ENN). GMDS Thomas Penzel, Teresa Paiva, Christian Guilleminault
1991	—	`—`	Entwicklung und Anwendung eines computergestützten Apnoeerkennungsverfahrens anhand des nasalen Luftflusses und der Sauerstoffsättigung. Thomas Penzel