IEEE transactions on bio-medical engineering
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IEEE Trans Biomed Eng · Jul 2020
Apprenticeship Learning for a Predictive State Representation of Anesthesia.
In this paper, we present an original decision support algorithm to assist the anesthesiologists delivery of drugs to maintain the optimal Depth of Anesthesia (DoA). ⋯ The proposed novel approach could be of great help for clinicians by improving the fine tuning of the DoA. Furthermore, the possibility to predict the evolutions of the variables would help preventing side effects such as low blood pressure. A tool that could autonomously help the anesthesiologist would thus improve safety-level in the surgical room.