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首页> 外文期刊>Journal of clinical monitoring and computing >A comparison of propofol-to-BIS post-operative intensive care sedation by means of target controlled infusion, Bayesian-based and predictive control methods: an observational, open-label pilot study
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A comparison of propofol-to-BIS post-operative intensive care sedation by means of target controlled infusion, Bayesian-based and predictive control methods: an observational, open-label pilot study

机译:通过靶控制输注,贝叶斯的和预测控制方法进行异丙酚至BIS后术后密集护理镇静的比较:观察,开放标签试验研究

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PurposeWe evaluated the feasibility and robustness of three methods for propofol-to-bispectral index (BIS) post-operative intensive care sedation, a manually-adapted target controlled infusion protocol (HUMAN), a computer-controlled predictive control strategy (EPSAC) and a computer-controlled Bayesian rule-based optimized control strategy (BAYES).MethodsThirty-six patients undergoing short lasting sedation following cardiac surgery were included to receive propofol to maintain a BIS between 40 and 60. Robustness of control for all groups was analysed using prediction error and spectrographic analysis.ResultsAlthough similar time courses of measured BIS were obtained in all groups, a higher median propofol effect-site concentration (CePROP) was required in the HUMAN group compared tothe BAYES and EPSACgroups. The time course analysis of the remifentanil effect-site concentration (CeREMI) revealed a significant increase in CeREMI in the EPSAC group compared to BAYES and HUMAN during the case. Although similar bias and divergence in control was found in all groups, larger control inaccuracy was observed in HUMAN versus EPSAC and BAYES. Spectrographic analysis of the system behavior shows that BAYES covers the largest spectrum of frequencies, followed by EPSAC and HUMAN.ConclusionsBoth computer-based control systems are feasible to be used during ICU sedation with overall tighter control than HUMAN and even with lower required CePROP. EPSAC control required higher CeREMI than BAYES or HUMAN to maintain stable control.Clinical trial number: NCT00735631.
机译:目的韦德评估了三位二光谱指数(BIS)后术后密集护理镇静的三种方法的可行性和鲁棒性,手动适应的目标受控输液协议(人),计算机控制的预测控制策略(EPSAC)和A基于计算机控制的贝叶斯规则的优化控制策略(贝叶斯)。包括在心脏手术后持久镇静的患者接受丙摩尔以维持40至60之间的双氯醇。使用预测误差分析对所有组的控制的鲁棒性和光谱分析。尽管在所有基团中获得了测量BIS的类似时间课程,但在人类组中需要更高中位的异丙酚效应 - 位点浓度(CEProp),比较了杜塞斯和Epsacgroups。与贝叶斯和人类相比,雷芬丹菌效应 - 位点浓度(CEREMI)的时间课程分析显示EPSAC组中的CEREMI显着增加。虽然在所有群体中发现了类似的偏差和分歧,但在人类与EPSAC和Bayes中观察到更大的控制不准确。系统行为的光谱分析表明,贝叶斯涵盖了最大的频率,其次是Epsac和Human.Cluclusionsboth计算机的控制系统是可行的,在ICU镇静期间可以使用总体更严格的控制,甚至需要较低的CEPROP。 EPSAC控制需要比贝叶斯或人类更高的CEREMI,以保持稳定的控制。临床试验号码:NCT00735631。

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