Mathias Baumert

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 33

Top Topics

Biomedical Signal Processing

Brain Computer Interface

Top Venues

Biomed. Signal Process. Control.

Publications

Sarah A. Immanuel, Sobhan Salari Shahrbabaki, Mathias Baumert
Symbolic dynamics of sleep heart rate variability is associated with cognitive decline in older men. EMBC (2023)
Fatima El-Hamad, Hannes Ernst, Martin Schmidt, Sobhan Salari Shahrbabaki, Mathias Baumert
Contributors to beat-to-beat stroke volume variability during acute mental stress in healthy volunteers. EMBC (2023)
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Simon Hartmann, Mathias Baumert
Subject-level Normalization to Improve A-phase Detection of Cyclic Alternating Pattern in Sleep EEG. EMBC (2023)
Maryam Ebrahimpour, Derek Abbott, Mathias Baumert
Investigation of the Common Independent Component Analysis Approaches in Biological Signals for Removing Cardiac Field Artefact from EEG. EMBC (2023)
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging. CoRR (2023)
Sobhan Salari Shahrbabaki, Mathias Baumert
Generalised linear model of periodic limb movements. EMBC (2023)
Shaykhah A. Almaghrabi, Scott R. Clark, Mathias Baumert
Bio-acoustic features of depression: A review. Biomed. Signal Process. Control. 85 (2023)
Simanto Saha, Mathias Baumert, Alistair McEwan
Can Inter-Subject Associativity Predict Data-Driven BCI Performance? EMBC (2023)
Huy Phan, Alfred Mertins, Mathias Baumert
Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods. IEEE Trans. Biomed. Eng. 69 (12) (2022)
Filip Karisik, Mathias Baumert
Template Adaptation of 2D Quasi-Periodic Data Using a Soft-Assign Localized Correspondence Matrix. IEEE Trans. Signal Process. 69 (2021)
Huy Phan, Alfred Mertins, Mathias Baumert
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods. CoRR (2021)
Martin Schmidt, Filip Karisik, Sebastian Zaunseder, Axel Linke, Hagen Malberg, Mathias Baumert
Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From Vectorcardiography. CinC (2021)
Vlasta Bari, Beatrice De Maria, Beatrice Cairo, Francesca Gelpi, Elisabeth Lambert, Murray Esler, Mathias Baumert, Alberto Porta
Assessing Correlation between Heart Rate Variability Markers Based on Laguerre Expansion and Direct Measures of Sympathetic Activity during Incremental Head-up Tilt. EMBC (2021)
Filip Karisik, Mathias Baumert
A Long Short-Term Memory Network to Classify Myocardial Infarction Using Vectorcardiographic Ventricular Depolarization and Repolarization. CinC (2019)
Simon Hartmann, Mathias Baumert
Improved A-phase Detection of Cyclic Alternating Pattern Using Deep Learning. EMBC (2019)
Filip Karisik, Martin Schmidt, Mathias Baumert
Beat-to-Beat Analysis of Vectorcardiogram by Inhomogeneous Template Adaptation. EMBC (2019)
Simanto Saha, Dominik Linz, Prashanthan Sanders, Mathias Baumert
Beamforming-inspired Spatial Filtering Technique for Intracardiac Electrograms. EMBC (2019)
Simanto Saha, Khondaker Abdullah Al Mamun, Khawza I. Ahmed, Raqibul Mostafa, Ganesh R. Naik, Ahsan Khandoker, Sam Darvishi, Mathias Baumert
Progress in Brain Computer Interfaces: Challenges and Trends. CoRR (2019)
Sobhan Salari Shahrbabaki, Mathias Baumert
Sleep Arousal and Sudden Changes in Cardiac QT Interval. EMBC (2019)
Filip Karisik, Mathias Baumert
Inhomogeneous Template Adaptation of Temporal Quasi-Periodic Three-Dimensional Signals. IEEE Trans. Signal Process. 67 (23) (2019)
Fatima El-Hamad, Michal Javorka, Barbora Czippelova, Jana Krohova, Zuzana Turianikova, Alberto Porta, Mathias Baumert
Repolarization variability independent of heart rate during sympathetic activation elicited by head-up tilt. Medical Biol. Eng. Comput. 57 (8) (2019)
Simanto Saha, Md. Shakhawat Hossain, Khawza I. Ahmed, Raqibul Mostafa, Leontios J. Hadjileontiadis, Ahsan Khandoker, Mathias Baumert
Wavelet Entropy-Based Inter-subject Associative Cortical Source Localization for Sensorimotor BCI. Frontiers Neuroinformatics 13 (2019)
Simanto Saha, Simon Hartmann, Dominik Linz, Prashanthan Sanders, Mathias Baumert
A Ventricular Far-Field Artefact Filtering Technique for Atrial Electrograms. CinC (2019)
Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder
Sex Differences in Nocturnal Ventricular Repolarization Variability. CinC (2019)
Xiao Liu, Yvonne Pamula, Mark Kohler, Mathias Baumert
A Method for Estimating Pulse Wave Amplitude Variability in children with Sleep Disordered Breathing. EMBC (2019)
Simanto Saha, Mathias Baumert
Intra- and Inter-subject Variability in EEG-Based Sensorimotor Brain Computer Interface: A Review. Frontiers Comput. Neurosci. 13 (2019)
Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder
Iterative two-dimensional signal warping - Towards a generalized approach for adaption of one-dimensional signals. Biomed. Signal Process. Control. 43 (2018)
Beatrice De Maria, Vlasta Bari, Beatrice Cairo, Emanuele Vaini, Elisabeth Lambert, Murray Esler, Mathias Baumert, Sergio Cerutti, Laura Dalla Vecchia, Alberto Porta
Asymmetry Assessment of Cardiac and Sympathetic Arms of the Baroreflex. CinC (2018)
Mathias Baumert, Prashanthan Sanders, Anand Ganesan
Quantitative-Electrogram-Based Methods for Guiding Catheter Ablation in Atrial Fibrillation. Proc. IEEE 104 (2) (2016)
Mathias Baumert, Alberto Porta, Andrzej Cichocki
Biomedical Signal Processing: From a Conceptual Framework to Clinical Applications [Scanning the Issue]. Proc. IEEE 104 (2) (2016)
Clive Pay, Mathias Baumert
The Remarkable Edward (Ted) Both, Australia's Not-So-Well-Known Inventor [Scanning Our Past]. Proc. IEEE 104 (11) (2016)
Mathias Baumert, Martin Schmidt, Sebastian Zaunseder, Alberto Porta
Effects of ECG sampling rate on QT interval variability measurement. Biomed. Signal Process. Control. 25 (2016)
Michal Javorka, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Ingrid Tonhajzerova, Kamil Javorka, Mathias Baumert
Causal coherence analysis of cardiovascular variables in obese preadolescents and adolescents. EMBC (2015)
Sam Darvishi, Derek Abbott, Mathias Baumert
Prediction of motor imagery based brain computer interface performance using a reaction time test. EMBC (2015)
Sam Darvishi, Michael C. Ridding, Derek Abbott, Mathias Baumert
Does feedback modality affect performance of brain computer interfaces? NER (2015)
Mathias Baumert, Mark Kohler, Yvonne Pamula, Sarah A. Immanuel
Symbolic dynamics of pulse transit time and heart period in children with upper airway obstruction. EMBC (2015)
Mathias Baumert, Barbora Czippelova, Anand Ganesan, Martin Schmidt, Sebastian Zaunseder, Michal Javorka
Entropy Analysis of RR and QT Interval Variability during Orthostatic and Mental Stress in Healthy Subjects. Entropy 16 (12) (2014)
Muammar M. Kabir, Sarah A. Immanuel, Reza Tafreshi, David A. Saint, Mathias Baumert
Effect of resistive inspiratory and expiratory loading on cardio-respiratory interaction in healthy subjects. EMBC (2014)
Martin Schmidt, Mathias Baumert, Alberto Porta, Hagen Malberg, Sebastian Zaunseder
Two-Dimensional Warping for One-Dimensional Signals - Conceptual Framework and Application to ECG Processing. IEEE Trans. Signal Process. 62 (21) (2014)
Anne Humeau-Heurtier, Mathias Baumert, Guillaume Mahé, Pierre Abraham
Multiscale Compression Entropy of Microvascular Blood FlowSignals: Comparison of Results from Laser Speckle Contrastand Laser Doppler Flowmetry Data in Healthy Subjects. Entropy 16 (11) (2014)
Sarah A. Immanuel, Mark Kohler, Muammar M. Kabir, David A. Saint, Mathias Baumert
Symbolic dynamics of respiratory cycle related sleep EEG in children with sleep disordered breathing. EMBC (2014)
Muammar M. Kabir, Andreas Voss, Derek Abbott, Mathias Baumert
Joint symbolic dynamics as an effective approach to study the influence of respiratory phase on baroreflex function. EMBC (2013)
Mathias Baumert, Andreas Voss, Michal Javorka
Compression based entropy estimation of heart rate variability on multiple time scales. EMBC (2013)
Mathias Baumert, Julian W. Sacre
Heart rate complexity and cardiac sympathetic dysinnervation in patients with type 2 diabetes mellitus. EMBC (2013)
Sarah A. Immanuel, Yvonne Pamula, Mark Kohler, David A. Saint, Mathias Baumert
Characterizing respiratory waveform regularity and associated thoraco-abdominal asynchrony during sleep using respiratory inductive plethysmography. ISSNIP (2013)
Sarah A. Immanuel, Mark Kohler, Yvonne Pamula, Muammar M. Kabir, David A. Saint, Mathias Baumert
Increased variability in respiratory parameters heralds obstructive events in children with sleep disordered breathing. EMBC (2013)
Muhammad A. Hasan, Vito Starc, Alberto Porta, Derek Abbott, Mathias Baumert
Improved ECG pre-processing for beat-to-beat QT interval variability measurement. EMBC (2013)
Sam Darvishi, Michael C. Ridding, Derek Abbott, Mathias Baumert
Investigation of the trade-off between time window length, classifier update rate and classification accuracy for restorative brain-computer interfaces. EMBC (2013)
Muammar M. Kabir, Mark Kohler, Derek Abbott, Mathias Baumert
Effect of spontaneous arousals on cardio-respiratory interaction in healthy children. EMBC (2012)
Sarah A. Immanuel, Mark Kohler, Yvonne Pamula, Muammar M. Kabir, David A. Saint, Mathias Baumert
Thoraco-abdominal asynchrony in children during quiet sleep using Hilbert transform. EMBC (2012)
Mathias Baumert, Rachael Brown, Stephen R. Duma, G. Anthony Broe, Muammar M. Kabir, Vaughan G. Macefield
Joint symbolic dynamics as a model-free approach to study interdependence in cardio-respiratory time series. EMBC (2012)
Muhammad A. Hasan, Derek Abbott, Mathias Baumert
Beat-to-beat spatial and temporal analysis for QRS-T morphology. EMBC (2012)
Mathias Baumert, Michal Javorka, Andrea Seeck, Renaldo Faber, Prashanthan Sanders, Andreas Voss
Multiscale entropy and detrended fluctuation analysis of QT interval and heart rate variability during normal pregnancy. Comput. Biol. Medicine 42 (3) (2012)
Muammar M. Kabir, Mark Kohler, Derek Abbott, Mathias Baumert
Quantification of cardio-respiratory interactions in healthy children during night-time sleep using joint symbolic dynamics. EMBC (2011)
Muammar M. Kabir, David A. Saint, Eugene Nalivaiko, Derek Abbott, Mathias Baumert
Time delay correction of the synchrogram for optimized detection of cardiorespiratory coordination. Medical Biol. Eng. Comput. 49 (11) (2011)
Michal Javorka, Zuzana Lazarova, Ingrid Tonhajzerova, Zuzana Turianikova, Natasa Honzikova, Bohumil Fiser, Kamil Javorka, Mathias Baumert
Baroreflex analysis in diabetes mellitus: linear and nonlinear approaches. Medical Biol. Eng. Comput. 49 (3) (2011)
Vico Baier, Mathias Baumert, Pere Caminal, Montserrat Vallverdú, Renaldo Faber, Andreas Voss
Hidden Markov models based on symbolic dynamics for statistical modeling of cardiovascular control in hypertensive pregnancy disorders. IEEE Trans. Biomed. Eng. 53 (1) (2006)
Mathias Baumert, Vico Baier, Sandra Truebner, Alexander Schirdewan, Andreas Voss
Short- and long-term joint symbolic dynamics of heart rate and blood pressure in dilated cardiomyopathy. IEEE Trans. Biomed. Eng. 52 (12) (2005)