物联网和新技术用于跟踪外科手术期间的患者,采用创新的手术室调度模式:开发和可行性研究的协议
Eleonora Bottani1, Valentina Bellini2, Monica Mordonini1
1Department of Engineering and Architecture, University of Parma, Parma, Italy.
JMIR research protocols
|July 5, 2023
概括
这项研究使用实时患者跟踪来优化手术室资源,提高手术规划和效率. 自动化数据收集提高了准确性,并使预测建模成为更好的医疗管理.
科学领域:
- 医疗信息学 医疗信息学
- 运营研究 运营研究
- 手术管理的手术管理.
背景情况:
- 操作室管理对于医院的效率和成本控制至关重要.
- 有效的资源规划对于减少患者等待时间和改善护理至关重要.
- 外科部门对医疗保健机构来说是一个重要的财务投资.
研究的目的:
- 开发一个集成的技术和组织模型,以优化运营区块资源.
- 为了资源管理,自动从真实的外科环境中收集数据.
- 通过数据驱动的洞察力提高外科部门的效率.
主要方法:
- 实时患者跟踪使用带有独特标识符的手传感器.
- 软件架构收集在手术区内每个阶段花费的时间.
- 通过在知情同意后匿名识别来确保患者的隐私.
主要成果:
- 自动时间记录比手工方法更精确.
- 机器学习模型可以根据患者个人资料预测手术持续时间.
- 模拟工具可以评估性能并确定效率改进.
结论:
- 这种方法提高了短期和长期的外科计划.
- 优化资源管理,促进专业合作.
- 在一个高效的医疗保健系统中保证高标准的患者护理.
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