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本文引用的文献

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User Testing an Information Foraging Tool for Ambulatory Surgical Site Infection Surveillance.用户测试用于门诊手术部位感染监测的信息采集工具。
Appl Clin Inform. 2018 Oct;9(4):791-802. doi: 10.1055/s-0038-1675179. Epub 2018 Oct 24.
2
Design and Implementation of a Visual Analytics Electronic Antibiogram within an Electronic Health Record System at a Tertiary Pediatric Hospital.一家三级儿童医院电子健康记录系统中可视化分析电子抗菌谱的设计与实现
Appl Clin Inform. 2018 Jan;9(1):37-45. doi: 10.1055/s-0037-1615787. Epub 2018 Jan 17.
3
Secondary Analysis of an Electronic Surveillance System Combined with Multi-focal Interventions for Early Detection of Sepsis.结合多焦点干预措施的电子监测系统用于脓毒症早期检测的二次分析
Appl Clin Inform. 2017 Jan 18;8(1):47-66. doi: 10.4338/ACI-2016-07-RA-0112.
4
Truth in Reporting: How Data Capture Methods Obfuscate Actual Surgical Site Infection Rates within a Health Care Network System.报告中的真相:数据采集方法如何掩盖医疗网络系统内实际的手术部位感染率
Dis Colon Rectum. 2017 Jan;60(1):96-106. doi: 10.1097/DCR.0000000000000715.
5
Feasibility of Population Health Analytics and Data Visualization for Decision Support in the Infectious Diseases Domain: A pilot study.传染病领域中用于决策支持的人群健康分析与数据可视化的可行性:一项试点研究。
Appl Clin Inform. 2016 Jun 29;7(2):604-23. doi: 10.4338/ACI-2015-12-RA-0182. eCollection 2016.
6
Validation of Test Performance and Clinical Time Zero for an Electronic Health Record Embedded Severe Sepsis Alert.电子健康记录嵌入式严重脓毒症警报的测试性能及临床零时验证
Appl Clin Inform. 2016 Jun 22;7(2):560-72. doi: 10.4338/ACI-2015-11-RA-0159. eCollection 2016.
7
National surveillance of health care-associated infections in Egypt: Developing a sustainable program in a resource-limited country.埃及医疗保健相关感染的国家监测:在资源有限的国家制定可持续计划。
Am J Infect Control. 2016 Nov 1;44(11):1296-1301. doi: 10.1016/j.ajic.2016.04.212. Epub 2016 Jun 20.
8
Vital Signs: Preventing Antibiotic-Resistant Infections in Hospitals - United States, 2014.生命体征:预防医院内抗生素耐药感染 - 美国,2014 年。
MMWR Morb Mortal Wkly Rep. 2016 Mar 11;65(9):235-41. doi: 10.15585/mmwr.mm6509e1.
9
Early deaths in bloodstream infections: a population-based case series.血流感染导致的早期死亡:一项基于人群的病例系列研究。
Infect Dis (Lond). 2016;48(5):379-85. doi: 10.3109/23744235.2015.1131329. Epub 2016 Jan 14.
10
Development and Implementation of a Catheter Associated Urinary Tract Infection (CAUTI) 'Toolkit'.导尿管相关尿路感染(CAUTI)“工具包”的开发与实施
BMJ Qual Improv Rep. 2015 Sep 11;4(1). doi: 10.1136/bmjquality.u205441.w3668. eCollection 2015.

利用开源仪表板为决策制作可视化传染病监测数据。

Visualizing Infection Surveillance Data for Policymaking Using Open Source Dashboarding.

机构信息

General Education, Laboure College, Milton, Massachusetts, United States.

DethWench Professional Services, Boston, Massachusetts, United States.

出版信息

Appl Clin Inform. 2019 May;10(3):534-542. doi: 10.1055/s-0039-1693649. Epub 2019 Jul 24.

DOI:10.1055/s-0039-1693649
PMID:31340399
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6656571/
Abstract

BACKGROUND

Health care-associated infections, specifically catheter-associated urinary tract infections (CAUTIs), can cause significant mortality and morbidity. However, the process of collecting CAUTI surveillance data, storing it, and visualizing the data to inform health policy has been fraught with challenges.

OBJECTIVES

No standard has been developed, so the objective of this article is to present a prototype solution for dashboarding public health surveillance data based on a real-life use-case for the purposes of enhancing clinical and policy-level decision-making.

METHODS

The solution was developed in open source software R, which allows for the creation of dashboard applications using the integrated development environment developed for R called RStudio, and a package for R called Rshiny. How the surveillance system was designed, why R was chosen, how the dashboard was developed, and how the dashboard features were programmed and function will be described.

RESULTS

The prototype dashboard includes multiple tabs for visualizing data, and allows the user to interact with the data by setting dynamic filters. Controls were used to facilitate the interaction between the user and application. Rshiny is reactive, in that when the user (e.g., clinician or policymaker) changes the parameters on the data, the application automatically updates the visualization as well as parameters available based on current filters.

CONCLUSION

The prototype dashboard has the potential to enhance clinical and policy-level decision-making because it facilitates interaction with the data that provides useful visualizations to provide such guidance.

摘要

背景

医疗保健相关感染,特别是与导管相关的尿路感染(CAUTI),可能导致重大的死亡率和发病率。然而,收集 CAUTI 监测数据、存储数据以及可视化数据以告知卫生政策的过程一直充满挑战。

目的

目前还没有制定标准,因此本文的目的是提出一个基于真实用例的公共卫生监测数据仪表板原型解决方案,以增强临床和政策层面的决策。

方法

该解决方案是在开源软件 R 中开发的,它允许使用 R 开发的集成开发环境(RStudio)创建仪表板应用程序,以及一个名为 Rshiny 的 R 包。将描述监测系统的设计方式、选择 R 的原因、仪表板的开发方式以及仪表板功能的编程和功能。

结果

原型仪表板包括多个用于可视化数据的选项卡,并允许用户通过设置动态筛选器与数据进行交互。控件用于促进用户和应用程序之间的交互。Rshiny 是响应式的,即当用户(例如临床医生或政策制定者)更改数据上的参数时,应用程序会自动更新可视化以及根据当前筛选器提供的可用参数。

结论

原型仪表板有可能增强临床和政策层面的决策,因为它促进了与提供此类指导的有用可视化数据的交互。