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Automated closed-loop management of body temperature using forced-air blankets: preliminary feasibility study in a porcine model.

Jörg PeterKathrin KlingertWilfried KlingertKarolin ThielAlfred KönigsrainerChristian GrasshoffWolfgang RosenstielMartin Schenk
Published in: BMC anesthesiology (2018)
Closed-loop TTM using non-invasive forced-air warming blankets was successfully tested in a porcine study with the proposed hardware interface and control algorithm. This automation can be beneficial for patient outcome and can reduce caregiver workload and patient risk in clinical settings. As temperature readings are most often available, existing devices like the 3M Bair Hugger can easily be expanded. However, even if clinical application is feasible, open questions regarding approval and certification of such automated systems within the current legal situation still need to be answered.
Keyphrases
  • deep learning
  • machine learning
  • case report
  • high throughput
  • minimally invasive
  • drug administration