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EmergInsight:一个实时仪表板,通过数据可视化和分析来优化紧急护理.

Francesco Branda1, Vincenzo Andretta2, Mohamed Mustaf Ahmed3

  • 1Unit of Medical Statistics and Molecular Epidemiology, Campus Bio-Medico University of Rome, Rome, 00128, Italy.

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PubMed
概括

实时仪表板EmergInsight通过可视化数据来优化急救部门 (ED) 的操作. 它有助于更好的资源配置和数据驱动的决策,以改善患者护理.

关键词:
决策支持系统 决策支持系统紧急情况部门的急救部门.医疗信息学健康信息学医疗保健仪表板 医疗保健仪表板实时分析实时分析.

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科学领域:

  • 医疗信息学 医疗信息学
  • 医疗保健管理的管理
  • 数据可视化 数据可视化

背景情况:

  • 医疗保健数据的碎片化和意大利急诊室 (ED) 需求的增加需要提高运营效率和决策.
  • 目前的系统很难为有效的ED管理提供实时洞察力.

研究的目的:

  • 介绍EmergInsight,一个交互式实时仪表板原型.
  • 通过对临床和操作数据的可视化和分析,优化ED操作.

主要方法:

  • 测试了EmergInsight仪表板,使用了来自"圣乔瓦尼迪迪奥迪奥和拉哥纳鲁吉"大学医院 (2022-2023) 的数据.
  • 它整合了四个模块的绩效指标,地理空间地图,趋势分析和预测工具:运营效率,敏度管理,资源利用和需求预测.

主要成果:

  • 分析揭示了季节性访问模式,高"绿色代码"流行率,早期患者退学,以及老年患者大量使用密集短期观察 (OBI).
  • 地理空间绘图确定了高需求区域,预测模块提供了可靠的患者访问预测.

结论:

  • 通过EmergInsight,可以主动地管理应急部门.
  • 它改善了资源分配,并支持数据驱动的决策,以改善医疗保健服务.