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Optimal control of midazolam infusion for post operative patients in intensive care units

机译:重症监护病房术后患者咪达唑仑输注的最佳控制

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The critical task of anesthesia administration demands minimal drug titration by considering patient specific features and sedation requirements. Though there exist several sedation assessment monitors, physicians still largely rely on subjective sedation scoring systems. This paper presents an optimal infusion controller for the continuous infusion of midazolam along with the analgesic fentanyl. Specifically, we extend the convex optimization-based optimal drug dosing regimen for propofol presented in [1] to midazolam. We also propose an alternative optimization approach using the Kullback-Leibler divergence measure of two probability distributions. A stochastic pharmacodynamic model is used that utilizes the modified Ramsay sedation scoring method to link the plasma drug concentration and the effective probabilistic sedation level.
机译:麻醉管理的关键任务是通过考虑患者的具体特征和镇静要求,以最小的药物滴定度。尽管存在多个镇静评估监控器,但医生仍主要依靠主观镇静评分系统。本文提出了一种连续输注咪达唑仑和止痛药芬太尼的最佳输液控制器。具体来说,我们将基于凸优化的基于异丙酚的最佳药物给药方案扩展到了咪达唑仑[1]中。我们还提出了使用两个概率分布的Kullback-Leibler散度测度的替代优化方法。使用了随机药效学模型,该模型利用改进的Ramsay镇静评分方法将血浆药物浓度和有效概率镇静水平联系起来。

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