Apprenticeship Learning for a Predictive State Representation of Anesthesia.

Pierre Humbert,Clement Dubost,Julien Audiffren,Laurent Oudre

IEEE Transactions on Biomedical Engineering（2020）

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摘要

Objective: 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). Methods: Derived from a Transform Predictive State Representation algorithm (TPSR), our model learned by observing anesthesiologists in practice. This framework, known as apprenticeship learning, is particularly useful in t...

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关键词

Biomedical monitoring,Drugs,Prediction algorithms,Anesthesia,Monitoring,Mathematical model,Predictive models

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