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
  Maleczek Mathias

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. Maleczek, M. et al. (2023) ‘Intraoperative Hypotension Is Associated with Postoperative Nausea and Vomiting in the PACU: A Retrospective Database Analysis’, Journal of Clinical Medicine, 12(5), p. 2009. Available at: https://doi.org/10.3390/jcm12052009.
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.