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.
JAMIA open
|January 26, 2026
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.
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.
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