Martin Glos

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 15

Top Topics

Feature Selection And Classification

Clinical Diagnosis

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Yaopeng J. X. Ma, Johannes Zschocke, Martin Glos, Maria Kluge, Thomas Penzel, Jan W. Kantelhardt, Ronny P. Bartsch
Automatic sleep-stage classification of heart rate and actigraphy data using deep and transfer learning approaches. Comput. Biol. Medicine 163 (2023)
Johannes Zschocke, Julian Leube, Martin Glos, Oxana Semyachkina-Glushkovskaya, Thomas Penzel, Ronny P. Bartsch, Jan W. Kantelhardt
Reconstruction of Pulse Wave and Respiration From Wrist Accelerometer During Sleep. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Maksym Gaiduk, Juan José Perea, Ralf Seepold, Natividad Martínez Madrid, Thomas Penzel, Martin Glos, Juan Antonio Ortega
Estimation of Sleep Stages Analyzing Respiratory and Movement Signals. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Ignasi Ferrer-Lluis, Yolanda Castillo-Escario, Martin Glos, Ingo Fietze, Thomas Penzel, Raimon Jané
Sleep Apnea & Chronic Obstructive Pulmonary Disease: Overlap Syndrome Dynamics in Patients from an Epidemiological Study. EMBC (2021)
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
3D Camera and Pulse Oximeter for Respiratory Events Detection. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Lucas Weber, Maksym Gaiduk, Ralf Seepold, Natividad Martínez Madrid, Martin Glos, Thomas Penzel
Enhancing Current Cardiorespiratory-based Approaches of Sleep Stage Classification by Temporal Feature Stacking. EMBC (2021)
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
Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models. APSIPA (2020)
Hisham ElMoaqet, Mohammad Eid, Martin Glos, Mutaz Ryalat, Thomas Penzel
Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals. Sensors 20 (18) (2020)
Thomas Penzel, Martin Glos, Ingo Fietze, Sebastian Herberger, Giora Pillar
. EMBC (2020)
Maksym Gaiduk, Ralf Seepold, Thomas Penzel, Juan Antonio Ortega, Martin Glos, Natividad Martínez Madrid
Recognition of Sleep/Wake States analyzing Heart Rate, Breathing and Movement Signals. EMBC (2019)
Thomas Penzel, Christoph Schöbel, Martin Glos, Lisa Schwarz, Lisa Prochnow, Ingo Fietze
Development of methods for sleep disordered breathing to identify phenotypes. EMBC (2017)
Lamana Mulaffer, Mostafa Ali Shahin, Martin Glos, Thomas Penzel, Beena Ahmed
Comparing two insomnia detection models of clinical diagnosis techniques. EMBC (2017)
Mostafa Ali Shahin, Beena Ahmed, Sana Tmar-Ben Hamida, Fathima Lamana Mulaffer, Martin Glos, Thomas Penzel
Deep Learning and Insomnia: Assisting Clinicians With Their Diagnosis. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Shirin Riazy, Tilo Wendler, Jürgen Pilz, Martin Glos, Thomas Penzel
Heuristic Approximation of the MAP Estimator for Automatic Two-channel Sleep Staging. BIOSIGNALS (2017)
Sana Tmar-Ben Hamida, Martin Glos, Thomas Penzel, Beena Ahmed
How many sleep stages do we need for an efficient automatic insomnia diagnosis? EMBC (2016)
Thomas Penzel, Martin Glos, Christoph Schöbel, Sara Lal, Ingo Fietze
Estimating sleep disordered breathing based on heart rate analysis. EMBC (2013)
Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Niels Wessel, Thomas Penzel, Martin Glos, Félix del Campo
Assessment of Feature Selection and Classification Approaches to Enhance Information from overnight oximetry in the Context of Apnea Diagnosis. Int. J. Neural Syst. 23 (5) (2013)
Ahsan H. Khandoker, Chandan K. Karmakar, Thomas Penzel, Martin Glos, Christoph Schöbel, Marimuthu Palaniswami
Estimating relative respiratory effort from features of photo-plethysmography signal. EMBC (2013)
Thomas Penzel, Martin Glos, Carmen Garcia, Christoph Schöbel, Ingo Fietze
The SIESTA database and the SIESTA sleep analyzer. EMBC (2011)
Isabella von Mengden, Carmen Garcia, Martin Glos, Thomas Penzel
Influence of Slow Oscillating Transcranial Current Stimulation (so-tCS) on Electroencephalogram and Cognitive Performance. FET (2011)