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The study for dispatch decision of medical emergency resources with real-time spatial analysis

机译:实时空间分析的医疗应急资源调度决策研究

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摘要

According to previous research, the most important factor for patient's survival is based on the emergency treatment in the ambulance and the effective allocation of emergency resource when emergency patients experience out-of-hospital cardiac arrest (OHCA) before arriving the hospital. This study intended to combine the regional information of emergency medical resources and the data base of geographic information for ambulance to assess the best method of medical treatment for OHCA patients, such as the closest medical center, the level of first-aid capabilities, the proper medical department, the information for hospital beds and the special need for medical section, so that EMD can make decision based on these suggestions. For providing the strategy of emergency ambulance, this research proposed the impact of the optimized population, the level of regional development, the allocation of emergency medical resource, the best timing of executing the chain of survival and the advanced cardiac life support, on the survival rate of OHCA patients through big data analysis. Or through increasing the spatial allocation and flexibility of EMT-P, it can reflect the importance of spatial factors in the challenge for the allocation of emergency medical resources. The results of this study can provide the recommendations for the policy of medical resource allocation.
机译:根据先前的研究,对患者存活的最重要因素是基于救护车中的紧急治疗以及当紧急患者在到达医院之前经历院外心脏骤停(OHCA)时对紧急资源的有效分配。本研究旨在将急救医疗资源的区域信息与救护车的地理信息数据库相结合,以评估针对OHCA患者的最佳医疗方法,例如最近的医疗中心,急救能力的水平,适当的医务部门,病床信息和医疗部门的特殊需要,以便EMD可以根据这些建议做出决策。为了提供紧急救护车策略,本研究提出了优化的人口,区域发展水平,紧急医疗资源的分配,执行生存链的最佳时机和先进的心脏生命支持对生存的影响。大数据分析得出OHCA患者的发病率。或者通过增加EMT-P的空间分配和灵活性,它可以反映出空间因素在紧急医疗资源分配挑战中的重要性。研究结果可为医疗资源配置政策提供建议。

著录项

  • 来源
    《Journal of supercomputing》 |2020年第3期|1604-1627|共24页
  • 作者

  • 作者单位

    Natl Taiwan Univ Grad Inst Biomed Elect & Bioinformat Dept Comp Sci & Informat Engn Dept Elect Engn Taipei Taiwan|Natl Taipei Univ Nursing & Hlth Sci Comp Ctr Taipei Taiwan;

    New Taipei City Govt Fire Dept New Taipei Taiwan;

    Natl Taiwan Univ Grad Inst Biomed Elect & Bioinformat Dept Comp Sci & Informat Engn Dept Elect Engn Taipei Taiwan;

    Natl Taiwan Univ Dept Geog Coll Sci Taipei Taiwan;

    Shih Hsin Univ Coll Management Taipei Taiwan;

    Fu Jen Catholic Univ Taipei Taiwan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Optimization; Spatial analysis; Resource management; Emergency and critical care;

    机译:优化;空间分析;资源管理;紧急和重症监护;

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