Detail

Keywords

Anesthesia; Critical Care; Data Science; Patient Safety; Patient Simulation

Research group(s)

• Medical Simulation and Emergency Medical Management
  Research Area: This group focuses on emergency medicine, cardiopulmonary resuscitation and medical simulation. In addition to technical and therapeutic innovations, the "human factors" that link all these subject areas are a central factor.
  Members:
  Karl Schebesta
  Maleczek Mathias
• AG Daten
  Head: Oliver Kimberger
  Research Area: Perioperative Data Science
  Members:
  Fabian Peter Hammerle
  Daniel Laxar
  Aylin Bilir
  Christoph Dibiasi
  Oliver Kimberger
  Stefan Bartos
  Manuel Weihmann
  Clemens Pramhas
  Lorenz Kapral
  Maleczek Mathias
  Sebastian Zeiner

Selected publications

1. Maleczek, M. et al. (2024) ‘A Comparison of 5 Algorithmic Methods and Machine Learning Pattern Recognition for Artifact Detection in Electronic Records of 5 Different Vital Signs: A Retrospective Analysis’, Anesthesiology [Preprint]. Available at: https://doi.org/10.1097/aln.0000000000004971.
2. Burger-Klepp, U. et al. (2025) ‘Using a clinical decision support system to reduce excess driving pressure: the ALARM trial’, BMC Medicine, 23(1). Available at: https://doi.org/10.1186/s12916-025-03898-2.
3. Holaubek, C. et al. (2025) ‘How Performing Chest Compressions Influences Mental Arithmetic Capabilities: A Randomized Cross-Over Trial’, Journal of Clinical Medicine, 14(10), p. 3366. Available at: https://doi.org/10.3390/jcm14103366.
4. Maleczek, M. et al. (2024) ‘Definition of clinically relevant intraoperative hypotension: A data-driven approach’, PLOS ONE. Edited by A.P. Schmidt, 19(11), p. e0312966. Available at: https://doi.org/10.1371/journal.pone.0312966.
5. Maleczek, M. et al. (2022) ‘ST-T segment changes in prehospital emergency physicians in the field: a prospective observational trial’, Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine, 30(1). Available at: https://doi.org/10.1186/s13049-022-01033-1.