Medical supplies

医疗用品
  • 文章类型: Journal Article
    近年来医疗固体废物(MSW)产量的变化对病毒的传播产生了显著影响。生活垃圾在储存等各个阶段都存在高风险传播,交通运输,以及COVID-19期间的治疗。为应对疫情带来的风险,规范化预防消耗了大量的防护服,医用口罩,护目镜,包装袋,以及其他相关医疗用品。在紧急情况下,城市生活垃圾输出量存在很大的不确定性,这构成了COVID-19感染的风险,这增加了收集和处理防疫生活垃圾的难度。对2000年至2022年的城市生活垃圾数据进行分析发现,2019年之前有稳定的增长趋势。然而,从2020年到2022年,城市生活垃圾数据呈突然增长趋势,中国的COVID-19具有起步阶段的特点,爆发阶段,稳定的增长阶段。疫情期间城市生活垃圾输出范围为(1.19-1.75)×106ta-1。在正常流行期间,MSW的数量约为1.19×106ta-1,治疗费用高达3.57×109元(人民币)·a-1。受气候条件等因素影响,城市生活垃圾产量分布不均,人口数据,和当地经济。本研究对疫情医疗物资储备和城市生活垃圾处理具有重要的参考价值。
    The changes of medical solid waste (MSW) output in recent years have had a significant impact on the spread of the virus. There is a high-risk transmission of MSW in various stages such as storage, transportation, and treatment during the COVID-19. To cope with the risks brought by the epidemic, normalized prevention consumes a large amount of protective clothing, medical masks, goggles, packaging bags, and other related medical supplies. There is a significant uncertainty in the amount of MSW output that poses a risk of COVID-19 infection in the event of an emergency, which increases the difficulty of collecting and handling epidemic prevention MSW. The analysis of MSW data from 2000 to 2022 found a stable growth trend before 2019. However, the MSW data was a sudden increase trend from 2020 to 2022, and the COVID-19 in China was characterized by an initial stage, an outbreak stage, and a stable growth stage. The range of MSW output during the epidemic was (1.19-1.75) × 106 t a-1. The amount of MSW was approximately 1.19 × 106 t a-1 during the normalized epidemic period, and its treatment cost was as high as 3.57 × 109 yuan (RMB)·a-1. The distribution of MSW output was uneven due to factors such as climate conditions, population data, and local economy. This study has important reference value for epidemic medical material reserves and MSW treatment.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:在人口老龄化和熟练工人日益短缺的背景下,越来越多地讨论无人机在医疗保健部门的使用。特别是,在农村地区使用无人机提供药物可以为需要和不需要照顾的人带来好处。然而,几乎没有任何数据关注人类和无人机之间的相互作用。
    目的:本研究旨在揭示和分析与用户接受基于无人机的药物交付相关的因素,以得出与实践相关的指导点,用于参与式技术开发(针对应用程序和无人机)。
    方法:进行了一项对照混合方法研究,该研究支持基于参与性研究设计的无人机辅助药物输送应用程序设计的技术开发过程。为了定量分析,建立和标准化的调查仪器,以获取技术验收,例如系统可用性量表;技术使用清单(TUI);和动机,订婚,并在用户体验模型中蓬勃发展,被使用。为了避免来自连续用户开发的可能的偏置效应(例如,反应转变和学习效果),在3个迭代开发步骤中的每一个步骤中都成立了一个特设小组,随后与组成的核心小组进行了比较,它经历了所有3次迭代。
    结果:研究发现药房无人机应用程序的可用性与参与者使用意愿之间存在正相关关系(r=0.833)。参与者对有用性的感知对他们使用应用程序的意愿有积极影响(r=0.487;TUI)。怀疑主义对感知的可用性和使用意愿有负面影响(r=-0.542;系统可用性量表和r=-0.446;TUI)。研究发现,有用性,怀疑论,好奇心和好奇心解释了使用该应用程序的大部分意图(F3,17=21.12;P<.001;R2=0.788;调整后的R2=0.751)。核心小组对使用药房无人机应用程序的意图的评价高于特设小组。双尾t测试的结果显示,与第一次迭代相比,核心组第三次迭代的可用性评分更高。
    结论:在参与式设计的帮助下,有关无人机辅助药物输送的人员可以揭示接受的重要方面。例如,使用该技术的时间长短是使用该应用程序的重要因素。用户友好性或好奇心等特定技术因素与无人机应用程序的使用接受度直接相关。这项研究的结果表明,越多的参与者感知到自己处理应用程序的能力,他们越愿意使用该技术,他们就越认为该应用程序可用。
    BACKGROUND: The use of drones in the health care sector is increasingly being discussed against the background of the aging population and the growing shortage of skilled workers. In particular, the use of drones to provide medication in rural areas could bring advantages for the care of people with and without a need for care. However, there are hardly any data available that focus on the interaction between humans and drones.
    OBJECTIVE: This study aims to disclose and analyze factors associated with user acceptance of drone-based medication delivery to derive practice-relevant guidance points for participatory technology development (for apps and drones).
    METHODS: A controlled mixed methods study was conducted that supports the technical development process of an app design for drone-assisted drug delivery based on a participatory research design. For the quantitative analysis, established and standardized survey instruments to capture technology acceptance, such as the System Usability Scale; Technology Usage Inventory (TUI); and the Motivation, Engagement, and Thriving in User Experience model, were used. To avoid possible biasing effects from a continuous user development (eg, response shifts and learning effects), an ad hoc group was formed at each of the 3 iterative development steps and was subsequently compared with the consisting core group, which went through all 3 iterations.
    RESULTS: The study found a positive correlation between the usability of a pharmacy drone app and participants\' willingness to use it (r=0.833). Participants\' perception of usefulness positively influenced their willingness to use the app (r=0.487; TUI). Skepticism had a negative impact on perceived usability and willingness to use it (r=-0.542; System Usability Scale and r=-0.446; TUI). The study found that usefulness, skepticism, and curiosity explained most of the intention to use the app (F3,17=21.12; P<.001; R2=0.788; adjusted R2=0.751). The core group showed higher ratings on the intention to use the pharmacy drone app than the ad hoc groups. Results of the 2-tailed t tests showed a higher rating on usability for the third iteration of the core group compared with the first iteration.
    CONCLUSIONS: With the help of the participatory design, important aspects of acceptance could be revealed by the people involved in relation to drone-assisted drug delivery. For example, the length of time spent using the technology is an important factor for the intention to use the app. Technology-specific factors such as user-friendliness or curiosity are directly related to the use acceptance of the drone app. Results of this study showed that the more participants perceived their own competence in handling the app, the more they were willing to use the technology and the more they rated the app as usable.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    使用三维(3D)打印技术生产缝合线材料的能力可以应用于远程医疗设施中,其中快速补充供应品不是一种选择。这是一项可行性研究,评估与标准缝线材料相比,3D打印缝线在撕裂伤伤口修复中的可用性。3D打印的缝合线材料使用熔融沉积建模3D打印机和尼龙3D打印丝制造。研究参与者的任务是对猪脚进行裂伤修复,首先用3-0WeGo尼龙缝合材料,其次是3D打印尼龙缝合线材料。26名参与者被纳入研究。调查数据表明,3D缝合材料在打结时表现如何具有统计学意义,8.9对7.5(p=0.0018)。与3-0Novafil缝合线相比,3D打印缝合线的极限拉伸强度具有统计学意义(274.8vs.199.8MPa,p=0.0096)。与商业3-0WeGo尼龙缝合线相比,3D打印缝合线在最终延伸方面也表现出统计学意义(49%vs.37%,p=0.0215)。这项研究成功地使用3D打印技术制造缝合线材料,并提供了与标准缝合线材料相比其可用性的见解。
    The capability to produce suture material using three-dimensional (3D) printing technology may have applications in remote health facilities where rapid restocking of supplies is not an option. This is a feasibility study evaluating the usability of 3D-printed sutures in the repair of a laceration wound when compared with standard suture material. The 3D-printed suture material was manufactured using a fused deposition modelling 3D printer and nylon 3D printing filament. Study participants were tasked with performing laceration repairs on the pigs\' feet, first with 3-0 WeGo nylon suture material, followed by the 3D-printed nylon suture material. Twenty-six participants were enrolled in the study. Survey data demonstrated statistical significance with how well the 3D suture material performed with knot tying, 8.9 versus 7.5 (p = 0.0018). Statistical significance was observed in the 3D-printed suture\'s ultimate tensile strength when compared to the 3-0 Novafil suture (274.8 vs. 199.8 MPa, p = 0.0096). The 3D-printed suture also demonstrated statistical significance in ultimate extension when compared to commercial 3-0 WeGo nylon suture (49% vs. 37%, p = 0.0215). This study was successful in using 3D printing technology to manufacture suture material and provided insight into its usability when compared to standard suture material.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    公立医院卫生用品的管理一直是国家和欧洲机构关注的主要问题,通常是改革和监管干预的领域。卫生采购系统构成了公立医院复杂的决策和供应链管理机制,涉及供应商,健康提供者,管理者和政治机构。由于这种复杂性,设计采购系统时要做出的第一个重要决定,关于中央集权的程度,即医疗保健采购的决策权在多大程度上(什么,如何以及何时)将被移交给为此目的设立的中央公共机构,或地方主管当局。从这个角度来看,我们试图分析欧盟医疗保健部门的公共采购类型,就集中化程度而言。采用一种总结最近跨学科文献的叙事方法,这一观点发现,欧盟成员国的医疗保健采购系统,根据集中化的程度,分为三种类型的组织结构:集中式,分散和混合采购。每种结构都为卫生系统提供了优点和缺点。根据这个观点,通过将两种方法的好处结合在一起,集中和分散的医疗用品采购组合代表了一种有前途的医疗采购组织混合模式。
    The management of health supplies in public hospitals has been a major concern of national and European institutions over time, often being a field of reforms and regulatory interventions. Health procurement systems constitute complex decision-making and supply chain management mechanisms of public hospitals, involving suppliers, health providers, administrators and political bodies. Due to this complexity, the first important decision to be taken when designing a procurement system, concerns the degree of centralization, namely to what extent the decision-making power on the healthcare procurement (what, how and when) will be transferred either to a central public authority established for this purpose, or to the competent local authorities. In this perspective, we attempt to analyse the types of public procurement in the healthcare sector of the European Union, in terms of degree of centralization. Employing a narrative approach that summarizes recent interdisciplinary literature, this perspective finds that the healthcare procurement systems of the EU Member States, based on the degree of centralization, are categorized into three types of organizational structures: Centralized, Decentralized and Hybrid procurement. Each structure offers advantages and disadvantages for health systems. According to this perspective, a combination of centralized and decentralized purchases of medical supplies represents a promising hybrid model of healthcare procurement organization by bringing the benefits of two methods together.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:药品和医疗用品的短缺仍然是坦桑尼亚公共卫生机构面临的主要问题。这种情况受到供应链缺乏一致性的影响,医疗保健需求的增加,监管体系差,资金不足,缺乏有利的基础设施。以前,政府的举措,例如与主要供应商系统(PVS)的接触,在摆脱这一挑战方面表现出了巨大的帮助。尽管PVS的运作,人们注意到最近药品和医疗用品短缺。
    目的:本研究旨在评估PVS对阿鲁沙区议会选定公共卫生设施中药品和医疗用品供应的有效性。
    方法:本研究采用混合研究方法的案例研究设计。该研究涉及77名受访者,其中包括25名医疗机构负责人,50名患者,1个地区药剂师和1个主要供应商。问卷调查,采访,采用观察方法收集数据。收集的数据涵盖2021-2022年。主题分析用于分析定性数据,而描述性分析用于借助Excel和社会科学统计软件包(SPSS)28.0版分析定量数据。
    结果:分析表明,PVS在供应药品和医疗用品方面并不完全有效,因为它不符合公共卫生机构的订单,缺乏供应竞争,以及未能遵守合同条款。此外,在收集数据的时候,选定公共卫生设施的药品和医疗用品平均可获得性为74.8%,虽然80%的选定公共卫生设施报告药品和医疗用品短缺,92%的受访患者报告无法完全获得药物。
    结论:尽管与PVS的操作相关的缺点,一旦有效性得到加强,该系统对于提高药品和医疗用品的可用性似乎仍然非常重要。本研究建议对PVS操作进行常规监测,并及时进行干预,以加强对合同条款的遵守并提高PVS的有效性。
    BACKGROUND: The shortage of medicines and medical supplies remains to be a major issue that is facing public health facilities in Tanzania. This situation has been influenced by lack of consistency in the supply chain, increase in healthcare demand, poor regulatory system, insufficient funds, and lack of conducive infrastructure. Formerly, the Government initiatives such as engagement with the Prime Vendor System (PVS) demonstrated great assistance in getting rid of this challenge. Despite the operation of PVS, a recent shortage of medicines and medical supplies has been noticed.
    OBJECTIVE: This study aimed to assess the effectiveness of PVS on the availability of medicine and medical supplies in the selected public health facilities in Arusha District Council.
    METHODS: The study used a case study design with mixed research approach. The study involved 77 respondents which included 25 health facility in-charges, 50 patients, 1 District Pharmacist and 1 Prime Vendor. Questionnaires, interviews, and observation methods were used to collect data. Data collected covered a period of 2021-2022. Thematic analysis was used to analyze the qualitative data whereas descriptive analysis was used to analyze the quantitative data with the help of Excel and the Statistical Package for Social Sciences (SPSS) version 28.0.
    RESULTS: The analysis indicates that PVS is not completely effective in supplying medicines and medical supplies due to its low capacity to conform to the orders placed by the public health facilities, a lack of supply competition, and a failure to adhere to contractual terms. Furthermore, at the time of data collection, the average availability of medicines and medical supplies at the selected public health facilities was 74.8%, while 80% of the selected public health facilities reported having a scarcity of medicines and medical supplies, and 92% of the interviewed patients reported having no full access to medicines.
    CONCLUSIONS: Despite the shortcomings associated with the operation of the PVS, the system still seems to be very important for enhancing the availability of medicines and medical supplies once its effectiveness is strengthened. This study recommends a routine monitoring of PVS operations and timely interventions to reinforce an adherence to the contracted terms and improve PVS effectiveness.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:展望辅助生殖技术(ART)的未来发展,顺利引进新技术,有必要了解医疗系统的人员配备现状和治疗现状,以及体外受精附件的状况,目前,对保险的需求是一个争论的问题。
    方法:对日本的ART设施进行了调查(437份有效回复,反应率:71%)。医疗系统目前的人员配备状况,ART的实施率,附加治疗,并对医疗用品进行了调查。
    结果:尽管有丰富的胚胎学家,护士,以及设施中的产科医生和妇科医生,大多数设施缺乏辅导员,麻醉师,和其他基本的医疗专业人员。常规卵巢刺激被广泛采用(中位数120[四分位距60-300]个周期),其次是轻度卵巢模拟(60[30-200])。此外,冻融胚胎移植周期(300[120-750])比新鲜胚胎移植周期(30[30-60])更频繁。在附加组件中,辅助孵化(85.1%),慢性子宫内膜炎检查(77.2%)和治疗(76.9%),人工卵母细胞活化(67.3%),子宫内膜容受性分析(64.2%),和子宫内膜微生物组分析(58.9%)应用相对广泛。
    结论:实施冻融胚胎移植周期,冻结所有策略,尽管缺乏关于其安全性和有效性的有力证据,但附加治疗已变得流行并被广泛接受.
    OBJECTIVE: In anticipation of the future development of assisted reproductive technology (ART) and to smoothly introduce new technology, it is necessary to understand the current staffing status of the medical system and the current state of treatment, as well as the status of in vitro fertilization add-ons, where the need for insurance coverage is currently a matter of debate.
    METHODS: ART facilities in Japan were surveyed (437 valid responses, response rate: 71%). Current staffing status of the medical system, implementation rates of ART, add-on treatments, and medical supplies were investigated.
    RESULTS: Despite the abundance of embryologists, nurses, and obstetricians and gynecologists in facilities, the majority of facilities lacked counselors, anesthesiologists, and other essential medical professionals. Conventional ovarian stimulation was widely adopted (median 120 [interquartile range 60-300] cycles), followed by mild ovarian simulation (60 [30-200]). Additionally, freeze-thaw embryo transfer cycles (300 [120-750]) were performed more frequently than fresh embryo transfer cycles (30 [30-60]). Among the add-ons, assisted hatching (85.1%), chronic endometritis examination (77.2%) and treatment (76.9%), artificial oocyte activation (67.3%), endometrial receptivity analysis (64.2%), and endometrial microbiome analysis (58.9%) were relatively widely employed.
    CONCLUSIONS: The implementation of frozen-thawed embryo transfer cycles, freeze-all strategies, and add-on treatments have become popular and widely accepted despite the lack of robust evidence regarding their safety and efficacy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    三年来,大量的制造污染物,如塑料,由于COVID-19,抗生素和消毒剂已被释放到环境中。这些污染物在环境中的积累加剧了对土壤系统的破坏。然而,自从疫情爆发以来,研究人员和公众关注的焦点一直集中在人类健康上。值得注意的是,与土壤污染和CIVID-19结合进行的研究仅占所有COVID-19研究的4%。为了提高研究人员和公众对COVID-19土壤污染严重性的认识,我们提出了“大流行COVOD-19结束但土壤污染增加”的观点,并推荐了一种基于全细胞生物传感器的新方法来评估COVID-19衍生污染物的环境风险。该方法有望为大流行产生的污染物影响的土壤的环境风险评估提供新的方法。
    For three years, a large amount of manufactured pollutants such as plastics, antibiotics and disinfectants has been released into the environment due to COVID-19. The accumulation of these pollutants in the environment has exacerbated the damage to the soil system. However, since the epidemic outbreak, the focus of researchers and public attention has consistently been on human health. It is noteworthy that studies conducted in conjunction with soil pollution and COVID-19 represent only 4 % of all COVID-19 studies. In order to enhance researchers\' and the public awareness of the seriousness on the COVID-19 derived soil pollution, we propose the viewpoint that \"pandemic COVID-19 ends but soil pollution increases\" and recommend a whole-cell biosensor based new method to assess the environmental risk of COVID-19 derived pollutants. This approach is expected to provide a new way for environmental risk assessment of soils affected by contaminants produced from the pandemic.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Case Reports
    背景:经会阴前列腺活检因其高准确性和低感染风险而逐渐成为诊断前列腺癌的标准方法,但是在经会阴活检之前,并不总是强调仔细的准备。我们报道了2例使用BardMC1820一次性活检针经会阴穿刺活检后经尿道前列腺电切术中发生毛发嵌入的病例.组织学检查未发现毛发生长所需的毛囊结构。在活检模拟实验中,怀疑毛发来源是通过针头经皮引入的,用于分析和重建前列腺组织中毛发包埋的过程。
    结论:会阴前列腺活检引起的毛发包埋是与消耗品相关的不良事件,建议在经会阴前列腺活检前进行皮肤准备。
    BACKGROUND: Transperineal prostate biopsy is gradually becoming the standard methodology for diagnosing prostate cancer because of its high accuracy and low risk of infection, but careful preparation is not always highlighted before a transperineal biopsy. we reported two cases of hair embedding during transurethral resection of the prostate following transperineal puncture biopsy with a Bard MC1820 disposable biopsy needle. Histological examination did not find the hair follicle structure required for hair growth. The hair source was suspected to be percutaneously brought in by needle during the biopsya simulated experiment was used to analyze and reconstruct the process of hair embedding in prostate tissue.
    CONCLUSIONS: Hair embedding caused by perineal prostate biopsy is a consumable-related adverse event, and skin preparation before a transperineal prostate biopsy is recommended.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    2019年冠状病毒病(COVID-19)的爆发凸显了在事件发生前阶段储存足够医疗用品的重要性。相比之下,在战略位置保持适当物品的潜在缺点(即,储备)是相当大的库存相关成本。无法预测的需求导致高度的不确定性。减轻不确定性的努力不仅应依靠在储备中预先放置供应品,而且还应依靠整合各种医疗材料渠道。本文提出了医疗用品的多种缓解策略,以确保医院的不间断供应,并通过引入两种类型的供应商来节省大量费用,储备和制造供应商。因此,大流行期间,每个需求不确定的医院都可以通过各种渠道获得服务:在储备中预先安置,由储备供应商提供的备份,和制造供应商生产的医疗商品。随机性也被纳入可用于生产的原材料中。本研究旨在开发一种整合准备行动(储备位置,库存水平,和合同供应商的选择)具有事后操作(从各种渠道分配医疗材料)。我们制定了一个两阶段的随机混合整数程序来确定预先定位策略,包括两类供应商的选择,以及事件后多个来源的分配。针对此问题,开发了一种分支和弯曲切割方法,在求解时间内显着优于经典的弯曲分解和Gurobi。不同大小的测试实例也验证了该方法的鲁棒性。基于现实和典型的案例研究(受武汉COVID-19大流行的启发,中国),节省了大量资金,通过我们的方法,库存利用率提高,需求满足增加。
    The outbreak of Coronavirus disease 2019 (COVID-19) highlights the importance of sufficient medical supplies stockpiling at the pre-event stage. In contrast, the potential disadvantages of maintaining adequate items at strategic locations (i.e., reserves) are considerable inventory-related costs. Unpredicted demand leads to a high degree of uncertainty. Efforts to mitigate the uncertainty should rely not only on prepositioning supplies at reserves but also on integrating various channels of medical materials. This paper proposes multi-mitigation strategies in medical supplies to ensure uninterrupted supply for hospitals and significant savings by introducing two-type suppliers, reserving and manufacturing suppliers. Thus, each hospital with uncertain demand is enabled to be served by various channels during pandemics: prepositioning in reserves, backups served by reserving suppliers, and medical commodities produced by manufacturing suppliers. Stochasticity is also incorporated into the raw materials available to produce. This research aims to develop an emergency response application that integrates preparedness action (reserve location, inventory level, and contract supplier\'s selection) with post-event operations (allocating medical materials from various channels). We formulate a two-stage stochastic mixed integer program to determine prepositioning strategy, including two-type suppliers\' selection, and post-event allocation of multiple sources. A branch-and-Benders-cut method is developed for this problem and significantly outperforms both the classical Benders decomposition and Gurobi in the solution time. Different-sized test instances also verify the robustness of the proposed method. Based on a realistic and typical case study (inspired by the COVID-19 pandemic in Wuhan, China), significant savings, an increase in inventory utilization and an increase in demand fulfilment are obtained by our approach.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    在武汉COVID-19大流行的早期,医院之间分配不合理,医疗物资运输不及时,这降低了感染病例的治愈率。为了解决问题,这项研究提出了一种在重大公共卫生突发事件中调度医疗物资的方法,以制定快速准确的医疗物资供应方案,包括每辆车向每家医院分配医疗材料以及每辆车向每家医院的供应顺序。具体来说,本文解决了以下两个子问题:(1)计算从任何配送中心(s)到任何医院(s)的最短运输时间和相应路线;(2)计算每辆车运输到每个医院的医疗用品。求解子问题1的方法通过多次迭代执行,每个计算从配送中心的最短路线,通过一家或多家医院,回到配送中心。根据子问题2,本研究提出了重大公共卫生突发事件中医疗物资的分配模型。提出了一种多动态规划算法来求解该模型,该算法是一些分离的动态规划操作的组合。该算法还在车辆数量变化的情况下实现了方案的快速更新。第一个子问题可以在平时解决,而第二个问题应该在重大突发公共卫生事件发生后获得相应数据的前提下解决。在案例研究部分,本研究提出的整个方法用于武汉COVID-19爆发初期的医疗物资调度,证明了该方法的有效性。本研究方法的主要创新之处在于,问题可以在时间复杂度在可接受范围内的情况下获得最优解。
    In the early days of the COVID-19 pandemic in Wuhan, there was an unreasonable allocation between hospitals and a lack of timely transportation of medical supplies, which reduced the cure rate of infected cases. To solve the problem, this research proposes a method for scheduling medical supplies in major public health emergencies to develop a rapid and accurate supply scheme for medical materials, including the allocation of medical materials per vehicle to each hospital and the supply sequence per vehicle to each hospital. Specifically, this paper solves the following two sub-problems: (1) calculating the shortest transportation times and the corresponding routes from any distributing center(s) to any hospital(s); (2) calculating the medical supplies per vehicle transporting to each hospital. The method of solving sub-problem 1 is performed by multiple iterations, each of which calculates the shortest route from a distributing center, through one or more hospitals, and back to the distributing center. According to sub-problem 2, this research proposes a distribution model of medical supplies in major public health emergencies. A multiple dynamic programming algorithm which is a combination of some separated dynamic programming operations is proposed to solve this model. This algorithm also realizes the rapid updating of the scheme in the context of the changing number of vehicles. The first sub-problem can be solved in normal times, while the second one should be solved on the premise of obtaining the corresponding data after the occurrence of a major public health emergency. In the case study section, the whole method proposed in this research is employed in the medical supplies scheduling in the early stage of the COVID-19 outbreak in Wuhan, which proves the availability of the method. The main innovation of the method proposed in this research is that the problems can obtain the optimal solution while the time complexity is within an acceptable range.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Sci-hub)

       PDF(Pubmed)

公众号