Integration of Monte Carlo simulation tool for forecasting medical equipment risks in HIQMA system

Sahar Ismail, H. Nehme, Bassam A. Hussein, M. Hajj-Hassan
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引用次数: 3

Abstract

As any technology, medical equipment provides benefits to patients, but they also present significant risks that can affect and threaten patient safety. In healthcare organizations, clinical engineering departments play a big role in maintaining the safety and reliability of medical equipment. In order to mitigate failures of such equipment and control risks, a proper Medical Equipment Management Program (MEMP) and a monitoring system should be established. The purpose of this paper is to forecast risks by using Failure Mode and Effect Analysis (FMEA) method and apply it on Monte Carlo simulation which adds risks analysis to Excel® by @RISK tool. The data of some medical devices is extracted from a hospital's maintenance management system and are identified according to their likelihood, severity, and difficulty of detection. However, the results of this mathematical simulation are integrated in a probability distribution function, and then this is integrated in the existing Hospital Institution Quality Management (HIQMA) system that enables us to identify medical equipment risks that affect patients, staff, and the work environment and mitigate them by providing contingency plans, policies, strategies, and other tactics.
集成蒙特卡罗仿真工具用于HIQMA系统中医疗设备风险预测
与任何技术一样,医疗设备为患者提供了好处,但它们也存在可能影响和威胁患者安全的重大风险。在医疗保健组织中,临床工程部门在维护医疗设备的安全性和可靠性方面发挥着重要作用。为了减少此类设备的故障,控制风险,应建立适当的医疗设备管理程序(MEMP)和监测系统。本文的目的是利用失效模式和影响分析(Failure Mode and Effect Analysis, FMEA)方法进行风险预测,并将其应用于蒙特卡罗模拟,通过@RISK工具将风险分析添加到Excel®中。一些医疗设备的数据是从医院的维护管理系统中提取的,并根据其可能性、严重程度和检测难度进行识别。然而,数学模拟的结果被集成到概率分布函数中,然后将其集成到现有的医院机构质量管理(HIQMA)系统中,该系统使我们能够识别影响患者、员工和工作环境的医疗设备风险,并通过提供应急计划、政策、策略和其他策略来减轻风险。
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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