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Updated: May 13, 2025

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定制R Flexdashboard用于分子遗传病理学质量跟踪的定制R Flexdashboard
Steven Shen1, Ju-Yoon Yoon1,2
1Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.
Journal of pathology informatics
|April 15, 2025
概括
这项研究开发了一个低成本的R Shiny仪表板,以自动化实验室医学中的质量管理. 该工具简化了关键指标 (如案件数量和处理时间) 的报告,减少了员工的行政负担.
科学领域:
- 实验室医学 实验室医学
- 生物信息学是一种生物信息学.
- 医疗信息学 医疗信息学
背景情况:
- 现代实验室医学需要广泛的每日跟踪分子测试质量指标的管理和质量保证.
- 商业上可用的第三方质量管理工具对公共资金机构构成重大财务挑战.
研究的目的:
- 开发一个具有成本效益的,自动化系统,用于监测实验室医学中的质量指标.
- 为了减少与手动数据跟踪和报告相关的行政工作量.
主要方法:
- 使用R,R Studio,Shiny和Flexdashboard包开发了一个自定义的仪表板.
- 来自多个Excel电子表格的综合数据,包含各种临床试验的质量指标.
- 实现了针对案件数量,处理时间和工作负载跟踪的自动报告.
主要成果:
- 仪表板提供动态的,关键绩效指标的自动报告,这对于报销和计费至关重要.
- 在一个集中的,网络可访问的表格中总结了测试特定的质量指标.
- 包括基于日期的过和情节定制的功能.
结论:
- 定制的R Shiny仪表板提供了一个低成本的信息解决方案,以减轻实验室医学部门的行政负担.
- 自动化质量指标跟踪提高了效率,并支持数据驱动的管理.
- 未来的发展旨在扩大可访问性和整合更多的分子分析.
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