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Hypnosis control based on the minimum concentration of anesthetic drug for maintaining appropriate hypnosis

机译:根据维持麻醉状态的最低麻醉药浓度进行催眠控制

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摘要

This paper proposes a novel hypnosis control method using Auditory Evoked Potential Index (aepEX) as a hypnosis index. In order to avoid side effects of an anesthetic drug, it is desirable to reduce the amount of an anesthetic drug during surgery. For this purpose many studies of hypnosis control systems have been done. Most of them use Bispectral Index (BIS), another hypnosis index, but it has problems of dependence on anesthetic drugs and nonsmooth change near some particular values. On the other hand, aepEX has an ability of clear distinction between patient consciousness and unconsciousness and independence of anesthetic drugs. The control method proposed in this paper consists of two elements: estimating the minimum effect-site concentration for maintaining appropriate hypnosis and adjusting infusion rate of an anesthetic drug, propofol, using model predictive control. The minimum effect-site concentration is estimated utilizing the property of aepEX pharmacodynamics. The infusion rate of propofol is adjusted so that effect-site concentration of propofol may be kept near and always above the minimum effect-site concentration. Simulation results of hypnosis control using the proposed method show that the minimum concentration can be estimated appropriately and that the proposed control method can maintain hypnosis adequately and reduce the total infusion amount of propofol.
机译:本文提出了一种以听觉诱发电位指数(aepEX)作为催眠指标的新型催眠控制方法。为了避免麻醉药的副作用,期望在手术期间减少麻醉药的量。为此目的,已经进行了许多催眠控制系统的研究。他们中的大多数使用双光谱指数(BIS),这是另一个催眠指数,但是它存在依赖麻醉药和在某些特定值附近出现不平滑变化的问题。另一方面,aepEX具有明确区分患者意识和无意识以及麻醉药独立性的能力。本文提出的控制方法包括两个要素:使用模型预测控制来估计维持适当催眠的最低作用部位浓度,以及调整麻醉药物丙泊酚的输注速率。利用aepEX药效学的性质估算最低作用部位浓度。调整丙泊酚的输注速率,以使丙泊酚的作用部位浓度可以保持在最小作用部位浓度附近并始终高于最小作用部位浓度。使用该方法进行催眠控制的模拟结果表明,可以适当估计最低浓度,并且该控制方法可以充分保持催眠状态,并减少异丙酚的总输注量。

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