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MedEx - Data Analytics for Medical Domain Experts in Real-Time

机译:Medex - 实时医疗领域专家的数据分析

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Translational research in the medical sector is dependent on clear communication between all participants. Visualization helps to represent data from different sources in a comprehensible way across disciplines. Existing tools for clinical data management are usually monolithic and technically challenging to set up, others require a transformation into specific data models while providing mostly non-interactive visualizations or being specialized to very particular use cases. Statistical programming languages (R, Julia) on the other hand offer great flexibility in data analytics, but are harder to access for clinicians with little to no programming expertise. Our software, the Medical Data Explorer (MedEx), aims to fill this gap as light-weight, intuitive, web-based solution with simple data import routes. We couple a modem dynamic web interface with an in-memory database solution for near real-time responsiveness. MedEx provides multiple visualization options (Scatterplot, correlation heatmap, bar chart, grouped boxplot, grouped histogram, coplot) to get an easy overview on the loaded data as well as to perform pattem discovery and elementary statistics. We demonstrate the utility of MedEx, by example, on data from the cardiology research warehouse of Heidelberg University Hospital. In summary, our tool empowers clinicians to conduct their own interactive exploratory data analysis.
机译:医疗部门的翻译研究取决于所有参与者之间的明确沟通。可视化有助于以跨学科的可理解方式代表来自不同来源的数据。临床数据管理的现有工具通常是单一的并且技术上要具有挑战性,其他人需要将转换为特定的数据模型,同时提供大多数非交互式可视化或专门用于非常特定的用例。另一方面,统计编程语言(R,Julia)在数据分析中提供了极大的灵活性,但更难访问临床医生,几乎没有编程专业知识。我们的软件,医疗数据浏览器(Medex),旨在将此差距填充为轻量级,直观,基于Web的解决方案,简单的数据导入路由。我们将调制解调器动态Web界面与内存数据库解决方案结合,以近实时响应。 Medex提供多个可视化选项(散点图,相关热线图,条形图,分组的Boxpot,分组直方图,COPLOT),以便于加载数据方面概述,并执行Pattem Discovery和基本统计​​信息。我们展示了Medex的效用,例如,通过海德堡大学医院心脏病学研究仓库的数据。总之,我们的工具使临床医生进行自己的交互式探索数据分析。

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