Simulator for Simulating and Monitoring the Hypotensive Patients Blood Pressure Response of Phenylephrine Bolus Injection and Infusion with Open-loop and Closed-loop Treatment

Guoyan Cao, T. Luspay, B. Ebrahimi, K. Grigoriadis, M. Franchek, N. Marques, Jordan Wolf, G. Kramer
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引用次数: 3

Abstract

In this paper, we introduce a model-based simulator for hypotensive patients' blood pressure response to vasopressor drug phenylephrine (PHP) delivery. The simulator is designed based on a model of the mean arterial pressure (MAP) response to PHP infusion. The model is data-driven learning model which is illustrated to be adequately describing inter - and intra patients' response to PHP. In the simulator, besides open loop operation, such as manual PHP bolus injection and continuous infusion, a closed-loop control module is also designed, including an anti-windup PI controller, an adaptive controller and an empirical controller, to regulate the blood pressure at target level and maintain hemodynamic stability in hypotensive patients. In addition, three frequent scenarios happened in clinical treatment are modeled in challenge module. They are sodium nitroprusside (SNP) treatment, baseline pressure drop and hemorrhage. The simulator can be operated with two different interfaces; one is the MPA trend response interface and the other is real-time monitoring interface. The real-time monitoring is real-time synchronization presenting blood pressure waves, heart rate and EtCO2 waves under open and closed-loop treatment. The simulator is capable to train the doctors on the dose of PHP usage for the hypotensive patients with different challenges during the treatment.
低血压患者苯肾上腺素丸注射与输注开环与闭环治疗血压反应模拟与监测模拟器
在本文中,我们介绍了一种基于模型的模拟器,用于低血压患者对血管加压药物苯肾上腺素(PHP)的血压反应。该模拟器是基于平均动脉压(MAP)对注射PHP的反应模型设计的。该模型是数据驱动的学习模型,它被证明能够充分描述患者对PHP的反应。在模拟器中,除了手动给药、持续输液等开环操作外,还设计了闭环控制模块,包括抗上浮PI控制器、自适应控制器和经验控制器,将低血压患者的血压调节到目标水平,维持血流动力学稳定。此外,挑战模块对临床治疗中常见的三种场景进行建模。它们是硝普钠(SNP)治疗、基线血压下降和出血。该模拟器可通过两种不同的接口进行操作;一个是MPA趋势响应界面,另一个是实时监测界面。实时监测实时同步呈现开闭环治疗下的血压波、心率波和EtCO2波。该模拟器能够培训医生在治疗过程中针对不同挑战的低血压患者使用PHP的剂量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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