改进医院床位管理的边缘多智能体模型

Mahmoud Brahimi
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引用次数: 0

摘要

今天,由于人口的增长,卫生保健领域认识到许多国家,特别是在欠发达国家的许多困难和挑战。新型冠状病毒感染症(COVID-19)的扩散,暴露出了设备不足、患者入院流程不完善等困难。因此,医疗保健系统需要快速、更新和更复杂的解决方案,以配合技术的发展速度和公民的愿望。在这种情况下,我们提出了一个模型,以改善和帮助医院管理人员编排病人入院过程。提出的模型处理医院病床管理,以确保病人快速转移到最近和最合适的医院。该模型基于边缘计算系统中多智能体的耦合。多智能体系统是开发复杂的、分布式的、动态的和交互的系统的一个强有力的选择,这代表了我们的典型案例。此外,边缘计算确保实时收集有关邻近医院床位可用性的数据,以便尽快将患者转移到合适的医院。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Edge Based Multi-Agent Model for Improving Hospital Bed Management
Today, and due to the population growth, the healthcare field recognizes many difficulties and challenges in many countries, especially in the underdeveloped ones. The spread of COVID-19 has shown these difficulties such as the lack of equipment and the failing of patient admission process. Therefore, healthcare systems require quick, newer and more sophisticated solutions that match the speed of technology and the citizens’ aspirations. In this context, we propose in this paper a model for improving and helping hospital managers to orchestrate the patient admission process. The proposed model deals with the hospital bed management in order to ensure a quick patient transfer to the nearest and the most appropriate hospital. The proposed model is based on the coupling of multi-agent an edge computing system. Multi-agent systems represent a powerful choice to develop complex, distributed, dynamic and interactive systems, which represent typically our case. In addition, edge computing ensures a real-time collection of data about the bed’s availability in the neighboring hospitals in order to transfer the patient to the adequate one as quickly as possible.
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