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Decision Support System for Medical Equipment Failure Analysis

机译:医疗设备故障分析决策支持系统

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Medical equipment management raises a range of complex problems including those associated with maintenance process. In developing countries, hospitals rarely implement a coherent management plan in medical equipment management. One of the most significant challenges is to distinguish medical equipment that requires repair from those require replacement. Thus, a Decision Support System (DSS) is required to manage this pitfall properly. In this paper, a multi-criteria decision making model, Analytic Hierarchy Process (AHP) is presented to select an optimum maintenance strategy. With reference to literature review and experts' opinions; a set of criteria is employed to calculate a criticality score for each piece of equipment. Therefore, a list of equipment is ranked based on their scores and an optimum threshold is selected to differentiate between maintenance and replacement requirements. Fifty different types of medical equipment located in multiple public hospitals have been used in the validation of the proposed model. Results show that the proposed model can efficiently differentiate the equipment that requires repair and the others that needs to be scrapped.
机译:医疗设备管理提出了一系列复杂的问题,包括与维护过程相关的问题。在发展中国家,医院很少在医疗设备管理中实施统一的管理计划。最重大的挑战之一是将需要维修的医疗设备与需要更换的医疗设备区分开。因此,需要决策支持系统(DSS)来正确管理此陷阱。本文提出了一种多准则决策模型“层次分析法”(AHP),以选择最佳的维护策略。参考文献综述和专家意见;使用一组标准来计算每台设备的关键性得分。因此,根据设备的得分对设备列表进行排名,并选择最佳阈值以区分维护和更换要求。在多个公立医院中使用了五十种不同类型的医疗设备,用于验证所提出的模型。结果表明,该模型可以有效地区分需要维修的设备和需要报废的其他设备。

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