Detail

Keywords

Attitude to Computers; Automatic Data Processing; Body Temperature Changes; Computer Literacy; Data Interpretation, Statistical; Data Mining; Database Management Systems; Decision Making, Computer-Assisted; Decision Support Techniques; Diagnosis, Computer-Assisted; Drug Therapy, Computer-Assisted; Human-computer Interaction; Hypothermia; Statistics; Therapy, Computer-Assisted; Thermometers

Research group(s)

• AG Daten
  Head: Oliver Kimberger
  Research Area: Perioperative Data Science
  Members:
  Oliver Kimberger

Research interests

My main research focus is the application/implementation of novel data processing technology in the field of perioperative data science for decision support, disease detection and prevention and - ultimately - establishment of personalized medicine via "virtual twin" concepts and also includes human/computer interaction. 

Additionally my research interests include hypothermia research (accidental and therapeutic),  methods for the conservation of normothermia and measurement of core temperature. 

Techniques, methods & infrastructure

Perioperative Data Science Lab with access to supercomputing, "big data" processing, data mining analytics, AR/VR methodology in collaboration with the LBI for Digital Health and Patient Safety. 

Selected publications

1. Wallisch, C. et al., 2021. Development and internal validation of an algorithm to predict intraoperative risk of inadvertent hypothermia based on preoperative data. Scientific Reports, 11(1). Available at: http://dx.doi.org/10.1038/s41598-021-01743-z.
2. Sulyok, I. et al., 2021. A randomised, non-inferiority study of chloroprocaine 2% and ropivacaine 0.75% in ultrasound-guided axillary block. Scientific Reports, 11(1). Available at: http://dx.doi.org/10.1038/s41598-021-89483-y.
3. Bologheanu, R. et al., 2021. Outcomes of non-COVID-19 critically ill patients during the COVID-19 pandemic. Wiener klinische Wochenschrift, 133(17-18), pp.942–950. Available at: http://dx.doi.org/10.1007/s00508-021-01857-4.
4. Bologheanu, R. et al., 2021. A retrospective study of sugammadex for reversal of neuromuscular blockade induced by rocuronium in critically ill patients in the ICU. Available at: http://dx.doi.org/10.1038/s41598-022-04818-7.
5. Schebesta, K. et al., 2012. Degrees of Reality. Anesthesiology, 116(6), pp.1204–1209. Available at: http://dx.doi.org/10.1097/ALN.0b013e318254cf41.