Researcher Profile

Field: Medical Signal Analysis

Main Research: Biomedical Signal Analysis

Experience:

• Biomedical signal acquisition, processing & analysis
• Pattern recognition and classification in signals and images
• Mathematical modelling & simulation
• Medical statistics, data exploration and visualisation

• 2008-2009: Summer intern & freelancer
  Austrian Research Centers GmbH - ARC / Austria
• 2009-2014: Research Fellow
  AIT Austrian Institute of Technology GmbH / Austria
• 2015-: Research Engineer
  AIT Austrian Institute of Technology GmbH / Austria
• 2013-: University Lecturer
  Vienna University of Technology / Austria

• 2019: The American Heart Association - Paul Dudley White International Scholar Award
• 2019: Förderpreis der Deutschen Hochdruckliga e.V. DHL® I Deutsche Gesellschaft für Hypertonie und Prävention für Sport und nicht-medikamentöse Therapie bei Bluthochdruck

• Online and Offline Determination of QT and PR Interval and QRS Duration in Electrocardiography
  Author(s): M. Bachler, C. Mayer, B. Hametner, S. Wassertheurer, and A. Holzinger
  Journal: Lecture Notes in Computer Science, 7719 (2013) ; 1 - 15
• Entropy-based data mining on the example of cardiac arrhythmia suppression
  Author(s): M. Bachler, M. Hörtenhuber, C. Mayer, A. Holzinger, and S. Wassertheurer
  Journal: Lecture Notes in Computer Science, 8609 (2014) ; 574 - 585
• Selection of entropy-measure parameters for knowledge discovery in heart rate variability data
  Author(s): C. Mayer, M. Bachler, M. Hortenhuber, C. Stocker, A. Holzinger, and S. Wassertheurer
  Journal: BMC Bioinformatics, 15(Suppl 6) (2014) ; S2
• Feasibility of oscillometric aortic pressure and stiffness assessment using the VaSera VS-1500: comparison with a common tonometric method
  Author(s): S. Endes, M. Bachler, Y. Li, C. Mayer, H. Hanssen, B. Hametner, A. Schmidt-Trucksäss, and S. Wassertheurer
  Journal: Blood Pressure Monitoring, 20 (2015) ; 273 - 279
• Spectral Analysis of Unevenly Spaced Data: Models and Application in Heart Rate Variability
  Author(s): Martin Bachler
  Journal: Simul. Notes Eur., 27 (2017) ; 4
• Feasibility of novel waveshape-based methods for the examination of peripheral artery disease
  Author(s): M Bachler, M Haumer, B Hametner, CC Mayer, K Glantschnig, S Wassertheurer
  Journal: Atherosclerosis, 275 (2018) ; e69
• Non-invasive quantification of the effect of device-guided slow breathing with direct feedback to the patient to reduce blood pressure
  Author(s): Martin Bachler, Walter Sehnert, Ines Mikisek, Siegfried Wassertheurer, Thomas Mengden
  Journal: Physiological Measurement (2020)

• Comparison of transit time estimation methods for the determination of pulse wave velocity
  Author(s): M. Bachler, B. Hametner, C. Mayer, T. Weber, B. Eber, and S. Wassertheurer
• Increasing Stability of Real-Time Pulse Wave Velocity Estimation by Combining Established and New Approaches
  Author(s): M. Bachler, C. Mayer, B. Hametner, and S. Wassertheurer
• Automated verification of cardiovascular models with continuous integration tools
  Author(s): M. Bachler, B. Hametner, C. Mayer, J. Kropf, M. Gira, and S. Wassertheurer
• Simulation of Physiologic Ectopic Beats in Heartbeat Intervals to Validate Algorithms
  Author(s): M. Bachler, M. Hörtenhuber, M. Frank, S. Wassertheurer, and C. Mayer

• Modelling and Simulation of the Heart Circulation (0)
  Vienna University of Technology
• Preparatory Course Mathematics (0)
  Vienna University of Technology
• Biosignal analysis using Matlab (0)
  Vienna University of Technology
• Modelling and analysis of the cardiovascular system (0)
  Vienna University of Technology

• Publications AIT publications database