Department of Emergency Medicine, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan.
Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan.
PLoS One. 2023 Feb 14;18(2):e0264098. doi: 10.1371/journal.pone.0264098. eCollection 2023.
Public access to automated external defibrillators (AEDs) plays a key role in increasing survival outcomes for patients with out-of-hospital cardiac arrest. Based on the concept of maximizing "rescue benefit" of AEDs, we aimed to propose a systematic methodology for optimizing the deployment of AEDs, and develop such strategies for long and narrow spaces.
We classified the effective coverage of an AED in hot, warm, and cold zones. The AEDs were categorized, according to their accessibility, as fixed, summonable, or patrolling types. The overall rescue benefit of the AEDs were evaluated by the weighted size of their collective hot zones. The optimal strategies for the deployment of AEDs were derived mathematically and numerically verified by computer programs.
To maximize the overall rescue benefit of the AEDs, the AEDs should avoid overlapping with each other's coverage as much as possible. Specific rules for optimally deploying one, two, or multiple AEDs, and various types of AEDs are summarized and presented.
A methodology for assessing the rescue benefit of deployed AEDs was proposed, and deployment strategies for maximizing the rescue benefit of AEDs along a long, narrow, corridor-like, finite space were derived. The strategies are simple and readily implementable. Our methodology can be easily generalized to search for optimal deployment of AEDs in planar areas or three-dimensional spaces.
公共场所配备自动体外除颤器(AED)对提高院外心搏骤停患者的生存结局起着关键作用。基于最大化 AED“救援效益”的理念,我们旨在提出一种系统的方法来优化 AED 的部署,并为狭长空间制定相应策略。
我们将 AED 的有效覆盖范围分为热点区、温点区和冷点区。根据可及性,将 AED 分为固定型、召唤型和巡逻型。通过对其热点区的大小进行加权计算,评估 AED 的整体救援效益。通过计算机程序进行数学推导和数值验证,得出 AED 部署的最优策略。
为了最大化 AED 的整体救援效益,应尽量避免 AED 之间的覆盖范围重叠。总结并提出了最优部署一台、两台或多台 AED 以及各种类型 AED 的具体规则。
提出了一种评估部署 AED 救援效益的方法,并推导出了在狭长走廊式有限空间中最大化 AED 救援效益的部署策略。这些策略简单易行,易于实施。我们的方法可以很容易地推广到平面区域或三维空间中搜索 AED 的最优部署。