Mathias Baumert

61 papers Journal 26Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Time-Domain Versus Frequency-Embedded EEG Sequences for Sensorimotor BCI Using 1D-CNN. IEEE Access Simanto Saha, Mathias Baumert, Alistair Lee McEwan
2024	J	`jnl`	A systematic review of features and content quality of Arabic mental mHealth apps. Frontiers Digit. Health Noorah Ibrahim S. Alnaghaimshi, Mona S. Awadalla, Scott R. Clark, Mathias Baumert
2023	J	`jnl`	Bio-acoustic features of depression: A review. Biomed. Signal Process. Control. Shaykhah A. Almaghrabi, Scott R. Clark, Mathias Baumert
2023	—	`conf`	Can Inter-Subject Associativity Predict Data-Driven BCI Performance? EMBC Simanto Saha, Mathias Baumert, Alistair Lee McEwan
2023	—	`conf`	Contributors to beat-to-beat stroke volume variability during acute mental stress in healthy volunteers. EMBC Fatima El-Hamad, Hannes Ernst, Martin Schmidt, Sobhan Salari Shahrbabaki, Mathias Baumert
2023	—	`conf`	Generalised linear model of periodic limb movements. EMBC Sobhan Salari Shahrbabaki, Mathias Baumert
2023	—	`conf`	Investigation of the Common Independent Component Analysis Approaches in Biological Signals for Removing Cardiac Field Artefact from EEG. EMBC Maryam Ebrahimpour, Derek Abbott, Mathias Baumert
2023	J	`jnl`	L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 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
2023	J	`jnl`	L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging. CoRR 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
2023	—	`conf`	Subject-level Normalization to Improve A-phase Detection of Cyclic Alternating Pattern in Sleep EEG. EMBC Simon Hartmann, Mathias Baumert
2023	—	`conf`	Symbolic dynamics of sleep heart rate variability is associated with cognitive decline in older men. EMBC Sarah A. Immanuel, Sobhan Salari Shahrbabaki, Mathias Baumert
2022	J	`jnl`	Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods. IEEE Trans. Biomed. Eng. Huy Phan, Alfred Mertins, Mathias Baumert
2021	—	`conf`	Assessing Correlation between Heart Rate Variability Markers Based on Laguerre Expansion and Direct Measures of Sympathetic Activity during Incremental Head-up Tilt. EMBC Vlasta Bari, Beatrice De Maria, Beatrice Cairo, Francesca Gelpi, Elisabeth Lambert, Murray Esler, Mathias Baumert, Alberto Porta
2021	—	`conf`	Evaluation of Ventricular Repolarization Variability in Patients With Nonischemic Dilated Cardiomyopathy From Vectorcardiography. CinC Martin Schmidt, Filip Karisik, Sebastian Zaunseder, Axel Linke, Hagen Malberg, Mathias Baumert
2021	J	`jnl`	Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods. CoRR Huy Phan, Alfred Mertins, Mathias Baumert
2021	J	`jnl`	Template Adaptation of 2D Quasi-Periodic Data Using a Soft-Assign Localized Correspondence Matrix. IEEE Trans. Signal Process. Filip Karisik, Mathias Baumert
2019	—	`conf`	A Long Short-Term Memory Network to Classify Myocardial Infarction Using Vectorcardiographic Ventricular Depolarization and Repolarization. CinC Filip Karisik, Mathias Baumert
2019	—	`conf`	A Method for Estimating Pulse Wave Amplitude Variability in children with Sleep Disordered Breathing. EMBC Xiao Liu, Yvonne Pamula, Mark Kohler, Mathias Baumert
2019	—	`conf`	A Ventricular Far-Field Artefact Filtering Technique for Atrial Electrograms. CinC Simanto Saha, Simon Hartmann, Dominik Linz, Prashanthan Sanders, Mathias Baumert
2019	—	`conf`	Beamforming-inspired Spatial Filtering Technique for Intracardiac Electrograms. EMBC Simanto Saha, Dominik Linz, Prashanthan Sanders, Mathias Baumert
2019	—	`conf`	Beat-to-Beat Analysis of Vectorcardiogram by Inhomogeneous Template Adaptation. EMBC Filip Karisik, Martin Schmidt, Mathias Baumert
2019	—	`conf`	Improved A-phase Detection of Cyclic Alternating Pattern Using Deep Learning. EMBC Simon Hartmann, Mathias Baumert
2019	J	`jnl`	Inhomogeneous Template Adaptation of Temporal Quasi-Periodic Three-Dimensional Signals. IEEE Trans. Signal Process. Filip Karisik, Mathias Baumert
2019	J	`jnl`	Intra- and Inter-subject Variability in EEG-Based Sensorimotor Brain Computer Interface: A Review. Frontiers Comput. Neurosci. Simanto Saha, Mathias Baumert
2019	J	`jnl`	Progress in Brain Computer Interfaces: Challenges and Trends. CoRR Simanto Saha, Khondaker Abdullah Al Mamun, Khawza I. Ahmed, Raqibul Mostafa, Ganesh R. Naik, Ahsan Khandoker, Sam Darvishi, Mathias Baumert
2019	J	`jnl`	Repolarization variability independent of heart rate during sympathetic activation elicited by head-up tilt. Medical Biol. Eng. Comput. Fatima El-Hamad, Michal Javorka, Barbora Czippelova, Jana Krohova, Zuzana Turianikova, Alberto Porta, Mathias Baumert
2019	—	`conf`	Sex Differences in Nocturnal Ventricular Repolarization Variability. CinC Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder
2019	—	`conf`	Sleep Arousal and Sudden Changes in Cardiac QT Interval. EMBC Sobhan Salari Shahrbabaki, Mathias Baumert
2019	J	`jnl`	Wavelet Entropy-Based Inter-subject Associative Cortical Source Localization for Sensorimotor BCI. Frontiers Neuroinformatics Simanto Saha, Md. Shakhawat Hossain, Khawza I. Ahmed, Raqibul Mostafa, Leontios J. Hadjileontiadis, Ahsan Khandoker, Mathias Baumert
2018	—	`conf`	Asymmetry Assessment of Cardiac and Sympathetic Arms of the Baroreflex. CinC Beatrice De Maria, Vlasta Bari, Beatrice Cairo, Emanuele Vaini, Elisabeth Lambert, Murray Esler, Mathias Baumert, Sergio Cerutti, Laura Dalla Vecchia, Alberto Porta
2018	J	`jnl`	Iterative two-dimensional signal warping - Towards a generalized approach for adaption of one-dimensional signals. Biomed. Signal Process. Control. Martin Schmidt, Mathias Baumert, Hagen Malberg, Sebastian Zaunseder
2016	J	`jnl`	Biomedical Signal Processing: From a Conceptual Framework to Clinical Applications [Scanning the Issue]. Proc. IEEE Mathias Baumert, Alberto Porta, Andrzej Cichocki
2016	J	`jnl`	Effects of ECG sampling rate on QT interval variability measurement. Biomed. Signal Process. Control. Mathias Baumert, Martin Schmidt, Sebastian Zaunseder, Alberto Porta
2016	J	`jnl`	Quantitative-Electrogram-Based Methods for Guiding Catheter Ablation in Atrial Fibrillation. Proc. IEEE Mathias Baumert, Prashanthan Sanders, Anand N. Ganesan
2016	J	`jnl`	The Remarkable Edward (Ted) Both, Australia's Not-So-Well-Known Inventor [Scanning Our Past]. Proc. IEEE Clive Pay, Mathias Baumert
2015	—	`conf`	Causal coherence analysis of cardiovascular variables in obese preadolescents and adolescents. EMBC Michal Javorka, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Ingrid Tonhajzerova, Kamil Javorka, Mathias Baumert
2015	—	`conf`	Does feedback modality affect performance of brain computer interfaces? NER Sam Darvishi, Michael C. Ridding, Derek Abbott, Mathias Baumert
2015	—	`conf`	Prediction of motor imagery based brain computer interface performance using a reaction time test. EMBC Sam Darvishi, Derek Abbott, Mathias Baumert
2015	—	`conf`	Symbolic dynamics of pulse transit time and heart period in children with upper airway obstruction. EMBC Mathias Baumert, Mark Kohler, Yvonne Pamula, Sarah A. Immanuel
2014	—	`conf`	Effect of resistive inspiratory and expiratory loading on cardio-respiratory interaction in healthy subjects. EMBC Muammar M. Kabir, Sarah A. Immanuel, Reza Tafreshi, David A. Saint, Mathias Baumert
2014	J	`jnl`	Entropy Analysis of RR and QT Interval Variability during Orthostatic and Mental Stress in Healthy Subjects. Entropy Mathias Baumert, Barbora Czippelova, Anand N. Ganesan, Martin Schmidt, Sebastian Zaunseder, Michal Javorka
2014	J	`jnl`	Multiscale Compression Entropy of Microvascular Blood FlowSignals: Comparison of Results from Laser Speckle Contrastand Laser Doppler Flowmetry Data in Healthy Subjects. Entropy Anne Humeau-Heurtier, Mathias Baumert, Guillaume Mahé, Pierre Abraham
2014	—	`conf`	Symbolic dynamics of respiratory cycle related sleep EEG in children with sleep disordered breathing. EMBC Sarah A. Immanuel, Mark Kohler, Muammar M. Kabir, David A. Saint, Mathias Baumert
2014	J	`jnl`	Two-Dimensional Warping for One-Dimensional Signals - Conceptual Framework and Application to ECG Processing. IEEE Trans. Signal Process. Martin Schmidt, Mathias Baumert, Alberto Porta, Hagen Malberg, Sebastian Zaunseder
2013	—	`conf`	Characterizing respiratory waveform regularity and associated thoraco-abdominal asynchrony during sleep using respiratory inductive plethysmography. ISSNIP Sarah A. Immanuel, Yvonne Pamula, Mark Kohler, David A. Saint, Mathias Baumert
2013	—	`conf`	Compression based entropy estimation of heart rate variability on multiple time scales. EMBC Mathias Baumert, Andreas Voss, Michal Javorka
2013	—	`conf`	Heart rate complexity and cardiac sympathetic dysinnervation in patients with type 2 diabetes mellitus. EMBC Mathias Baumert, Julian W. Sacre
2013	—	`conf`	Improved ECG pre-processing for beat-to-beat QT interval variability measurement. EMBC Muhammad A. Hasan, Vito Starc, Alberto Porta, Derek Abbott, Mathias Baumert
2013	—	`conf`	Increased variability in respiratory parameters heralds obstructive events in children with sleep disordered breathing. EMBC Sarah A. Immanuel, Mark Kohler, Yvonne Pamula, Muammar M. Kabir, David A. Saint, Mathias Baumert
2013	—	`conf`	Investigation of the trade-off between time window length, classifier update rate and classification accuracy for restorative brain-computer interfaces. EMBC Sam Darvishi, Michael C. Ridding, Derek Abbott, Mathias Baumert
2013	—	`conf`	Joint symbolic dynamics as an effective approach to study the influence of respiratory phase on baroreflex function. EMBC Muammar M. Kabir, Andreas Voss, Derek Abbott, Mathias Baumert
2012	—	`conf`	Beat-to-beat spatial and temporal analysis for QRS-T morphology. EMBC Muhammad A. Hasan, Derek Abbott, Mathias Baumert
2012	—	`conf`	Effect of spontaneous arousals on cardio-respiratory interaction in healthy children. EMBC Muammar M. Kabir, Mark Kohler, Derek Abbott, Mathias Baumert
2012	—	`conf`	Joint symbolic dynamics as a model-free approach to study interdependence in cardio-respiratory time series. EMBC Mathias Baumert, Rachael Brown, Stephen R. Duma, G. Anthony Broe, Muammar M. Kabir, Vaughan G. Macefield
2012	J	`jnl`	Multiscale entropy and detrended fluctuation analysis of QT interval and heart rate variability during normal pregnancy. Comput. Biol. Medicine Mathias Baumert, Michal Javorka, Andrea Seeck, Renaldo Faber, Prashanthan Sanders, Andreas Voss
2012	—	`conf`	Thoraco-abdominal asynchrony in children during quiet sleep using Hilbert transform. EMBC Sarah A. Immanuel, Mark Kohler, Yvonne Pamula, Muammar M. Kabir, David A. Saint, Mathias Baumert
2011	J	`jnl`	Baroreflex analysis in diabetes mellitus: linear and nonlinear approaches. Medical Biol. Eng. Comput. Michal Javorka, Zuzana Lazarova, Ingrid Tonhajzerova, Zuzana Turianikova, Natasa Honzikova, Bohumil Fiser, Kamil Javorka, Mathias Baumert
2011	—	`conf`	Quantification of cardio-respiratory interactions in healthy children during night-time sleep using joint symbolic dynamics. EMBC Muammar M. Kabir, Mark Kohler, Derek Abbott, Mathias Baumert
2011	J	`jnl`	Time delay correction of the synchrogram for optimized detection of cardiorespiratory coordination. Medical Biol. Eng. Comput. Muammar M. Kabir, David A. Saint, Eugene Nalivaiko, Derek Abbott, Mathias Baumert
2006	J	`jnl`	Hidden Markov models based on symbolic dynamics for statistical modeling of cardiovascular control in hypertensive pregnancy disorders. IEEE Trans. Biomed. Eng. Vico Baier, Mathias Baumert, Pere Caminal, Montserrat Vallverdú, Renaldo Faber, Andreas Voss
2005	J	`jnl`	Short- and long-term joint symbolic dynamics of heart rate and blood pressure in dilated cardiomyopathy. IEEE Trans. Biomed. Eng. Mathias Baumert, Vico Baier, Sandra Truebner, Alexander Schirdewan, Andreas Voss