Mathias Baumert

According to our database, Mathias Baumert authored at least 58 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.

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

IEEE J. Biomed. Health Informatics, October, 2023

Bio-acoustic features of depression: A review.

Shaykhah A. Almaghrabi, Scott R. Clark, Mathias Baumert

Biomed. Signal Process. Control., August, 2023

L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging.

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

CoRR, 2023

Generalised linear model of periodic limb movements.

Sobhan Salari Shahrbabaki, Mathias Baumert

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Can Inter-Subject Associativity Predict Data-Driven BCI Performance?

Simanto Saha, Mathias Baumert, Alistair Lee McEwan

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Symbolic dynamics of sleep heart rate variability is associated with cognitive decline in older men.

Sarah A. Immanuel, Sobhan Salari Shahrbabaki, Mathias Baumert

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Subject-level Normalization to Improve A-phase Detection of Cyclic Alternating Pattern in Sleep EEG.

Simon Hartmann, Mathias Baumert

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Contributors to beat-to-beat stroke volume variability during acute mental stress in healthy volunteers.

Fatima El-Hamad, Hannes Ernst, Martin Schmidt, Sobhan Salari Shahrbabaki, Mathias Baumert

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Investigation of the Common Independent Component Analysis Approaches in Biological Signals for Removing Cardiac Field Artefact from EEG.

Maryam Ebrahimpour, Derek Abbott, Mathias Baumert

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods.

Huy Phan, Alfred Mertins, Mathias Baumert

IEEE Trans. Biomed. Eng., 2022

2021

Template Adaptation of 2D Quasi-Periodic Data Using a Soft-Assign Localized Correspondence Matrix.

Filip Karisik, Mathias Baumert

IEEE Trans. Signal Process., 2021

Assessing Correlation between Heart Rate Variability Markers Based on Laguerre Expansion and Direct Measures of Sympathetic Activity during Incremental Head-up Tilt.

Vlasta Bari, Beatrice De Maria, Beatrice Cairo, Francesca Gelpi, Elisabeth Lambert, Murray Esler, Mathias Baumert, Alberto Porta

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From Vectorcardiography.

Martin Schmidt, Filip Karisik, Sebastian Zaunseder, Axel Linke, Hagen Malberg, Mathias Baumert

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2019

Inhomogeneous Template Adaptation of Temporal Quasi-Periodic Three-Dimensional Signals.

Filip Karisik, Mathias Baumert

IEEE Trans. Signal Process., 2019

Repolarization variability independent of heart rate during sympathetic activation elicited by head-up tilt.

Fatima El-Hamad, Michal Javorka, Barbora Czippelova, Jana Krohova, Zuzana Turianikova, Alberto Porta, Mathias Baumert

Medical Biol. Eng. Comput., 2019

Wavelet Entropy-Based Inter-subject Associative Cortical Source Localization for Sensorimotor BCI.

Simanto Saha, Md. Shakhawat Hossain, Khawza I. Ahmed, Raqibul Mostafa, Leontios J. Hadjileontiadis, Ahsan Khandoker, Mathias Baumert

Frontiers Neuroinformatics, 2019

Intra- and Inter-subject Variability in EEG-Based Sensorimotor Brain Computer Interface: A Review.

Simanto Saha, Mathias Baumert

Frontiers Comput. Neurosci., 2019

Progress in Brain Computer Interfaces: Challenges and Trends.

Simanto Saha, Khondaker Abdullah Al Mamun, Khawza I. Ahmed, Raqibul Mostafa, Ganesh R. Naik, Ahsan Khandoker, Sam Darvishi, Mathias Baumert

CoRR, 2019

Sleep Arousal and Sudden Changes in Cardiac QT Interval.

Sobhan Salari Shahrbabaki, Mathias Baumert

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Beamforming-inspired Spatial Filtering Technique for Intracardiac Electrograms.

Simanto Saha, Dominik Linz, Prashanthan Sanders, Mathias Baumert

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Method for Estimating Pulse Wave Amplitude Variability in children with Sleep Disordered Breathing.

Xiao Liu, Yvonne Pamula, Mark Kohler, Mathias Baumert

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Beat-to-Beat Analysis of Vectorcardiogram by Inhomogeneous Template Adaptation.

Filip Karisik, Martin Schmidt, Mathias Baumert

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Improved A-phase Detection of Cyclic Alternating Pattern Using Deep Learning.

Simon Hartmann, Mathias Baumert

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Ventricular Far-Field Artefact Filtering Technique for Atrial Electrograms.

Simanto Saha, Simon Hartmann, Dominik Linz, Prashanthan Sanders, Mathias Baumert

Proceedings of the 46th Computing in Cardiology, 2019

A Long Short-Term Memory Network to Classify Myocardial Infarction Using Vectorcardiographic Ventricular Depolarization and Repolarization.

Filip Karisik, Mathias Baumert

Proceedings of the 46th Computing in Cardiology, 2019

Sex Differences in Nocturnal Ventricular Repolarization Variability.

Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder

Proceedings of the 46th Computing in Cardiology, 2019

2018

Iterative two-dimensional signal warping - Towards a generalized approach for adaption of one-dimensional signals.

Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder

Biomed. Signal Process. Control., 2018

Asymmetry Assessment of Cardiac and Sympathetic Arms of the Baroreflex.

Beatrice De Maria, Vlasta Bari, Beatrice Cairo, Emanuele Vaini, Elisabeth Lambert, Murray Esler, Mathias Baumert, Sergio Cerutti, Laura Dalla Vecchia, Alberto Porta

Proceedings of the Computing in Cardiology, 2018

2016

The Remarkable Edward (Ted) Both, Australia's Not-So-Well-Known Inventor [Scanning Our Past].

Clive Pay, Mathias Baumert

Proc. IEEE, 2016

Quantitative-Electrogram-Based Methods for Guiding Catheter Ablation in Atrial Fibrillation.

Mathias Baumert, Prashanthan Sanders, Anand N. Ganesan

Proc. IEEE, 2016

Biomedical Signal Processing: From a Conceptual Framework to Clinical Applications [Scanning the Issue].

Mathias Baumert, Alberto Porta, Andrzej Cichocki

Proc. IEEE, 2016

Effects of ECG sampling rate on QT interval variability measurement.

Mathias Baumert, Martin Schmidt, Sebastian Zaunseder, Alberto Porta

Biomed. Signal Process. Control., 2016

2015

Does feedback modality affect performance of brain computer interfaces?

Sam Darvishi, Michael C. Ridding, Derek Abbott, Mathias Baumert

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Causal coherence analysis of cardiovascular variables in obese preadolescents and adolescents.

Michal Javorka, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Ingrid Tonhajzerova, Kamil Javorka, Mathias Baumert

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Prediction of motor imagery based brain computer interface performance using a reaction time test.

Sam Darvishi, Derek Abbott, Mathias Baumert

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Symbolic dynamics of pulse transit time and heart period in children with upper airway obstruction.

Mathias Baumert, Mark Kohler, Yvonne Pamula, Sarah A. Immanuel

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Two-Dimensional Warping for One-Dimensional Signals - Conceptual Framework and Application to ECG Processing.

Martin Schmidt, Mathias Baumert, Alberto Porta, Hagen Malberg, Sebastian Zaunseder

IEEE Trans. Signal Process., 2014

Multiscale Compression Entropy of Microvascular Blood FlowSignals: Comparison of Results from Laser Speckle Contrastand Laser Doppler Flowmetry Data in Healthy Subjects.

Anne Humeau-Heurtier, Mathias Baumert, Guillaume Mahé, Pierre Abraham

Entropy, 2014

Entropy Analysis of RR and QT Interval Variability during Orthostatic and Mental Stress in Healthy Subjects.

Mathias Baumert, Barbora Czippelova, Anand N. Ganesan, Martin Schmidt, Sebastian Zaunseder, Michal Javorka

Entropy, 2014

Effect of resistive inspiratory and expiratory loading on cardio-respiratory interaction in healthy subjects.

Muammar M. Kabir, Sarah A. Immanuel, Reza Tafreshi, David A. Saint, Mathias Baumert

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Symbolic dynamics of respiratory cycle related sleep EEG in children with sleep disordered breathing.

Sarah A. Immanuel, Mark Kohler, Muammar M. Kabir, David A. Saint, Mathias Baumert

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Characterizing respiratory waveform regularity and associated thoraco-abdominal asynchrony during sleep using respiratory inductive plethysmography.

Sarah A. Immanuel, Yvonne Pamula, Mark Kohler, David A. Saint, Mathias Baumert

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Joint symbolic dynamics as an effective approach to study the influence of respiratory phase on baroreflex function.

Muammar M. Kabir, Andreas Voss, Derek Abbott, Mathias Baumert

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Increased variability in respiratory parameters heralds obstructive events in children with sleep disordered breathing.

Sarah A. Immanuel, Mark Kohler, Yvonne Pamula, Muammar M. Kabir, David A. Saint, Mathias Baumert

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Improved ECG pre-processing for beat-to-beat QT interval variability measurement.

Muhammad A. Hasan, Vito Starc, Alberto Porta, Derek Abbott, Mathias Baumert

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Investigation of the trade-off between time window length, classifier update rate and classification accuracy for restorative brain-computer interfaces.

Sam Darvishi, Michael C. Ridding, Derek Abbott, Mathias Baumert

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Compression based entropy estimation of heart rate variability on multiple time scales.

Mathias Baumert, Andreas Voss, Michal Javorka

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Heart rate complexity and cardiac sympathetic dysinnervation in patients with type 2 diabetes mellitus.

Mathias Baumert, Julian W. Sacre

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Multiscale entropy and detrended fluctuation analysis of QT interval and heart rate variability during normal pregnancy.

Mathias Baumert, Michal Javorka, Andrea Seeck, Renaldo Faber, Prashanthan Sanders, Andreas Voss

Comput. Biol. Medicine, 2012

Effect of spontaneous arousals on cardio-respiratory interaction in healthy children.

Muammar M. Kabir, Mark Kohler, Derek Abbott, Mathias Baumert

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Thoraco-abdominal asynchrony in children during quiet sleep using Hilbert transform.

Sarah A. Immanuel, Mark Kohler, Yvonne Pamula, Muammar M. Kabir, David A. Saint, Mathias Baumert

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Beat-to-beat spatial and temporal analysis for QRS-T morphology.

Muhammad A. Hasan, Derek Abbott, Mathias Baumert

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Joint symbolic dynamics as a model-free approach to study interdependence in cardio-respiratory time series.

Mathias Baumert, Rachael Brown, Stephen R. Duma, G. Anthony Broe, Muammar M. Kabir, Vaughan G. Macefield

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Time delay correction of the synchrogram for optimized detection of cardiorespiratory coordination.

Muammar M. Kabir, David A. Saint, Eugene Nalivaiko, Derek Abbott, Mathias Baumert

Medical Biol. Eng. Comput., 2011

Baroreflex analysis in diabetes mellitus: linear and nonlinear approaches.

Michal Javorka, Zuzana Lazarova, Ingrid Tonhajzerova, Zuzana Turianikova, Natasa Honzikova, Bohumil Fiser, Kamil Javorka, Mathias Baumert

Medical Biol. Eng. Comput., 2011

Quantification of cardio-respiratory interactions in healthy children during night-time sleep using joint symbolic dynamics.

Muammar M. Kabir, Mark Kohler, Derek Abbott, Mathias Baumert

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2006

Hidden Markov models based on symbolic dynamics for statistical modeling of cardiovascular control in hypertensive pregnancy disorders.

Vico Baier, Mathias Baumert, Pere Caminal, Montserrat Vallverdú, Renaldo Faber, Andreas Voss

IEEE Trans. Biomed. Eng., 2006

2005

Short- and long-term joint symbolic dynamics of heart rate and blood pressure in dilated cardiomyopathy.

Mathias Baumert, Vico Baier, Sandra Truebner, Alexander Schirdewan, Andreas Voss

IEEE Trans. Biomed. Eng., 2005