论文标题
远程健康监控仪表板的灵活且聪明的框架
A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards
论文作者
论文摘要
毫无疑问，开发和维护监视面板是远程患者监控（RPM）系统的主要任务。由于所需功能，数据源和目标的显着差异，因此设计有效的仪表板，该仪表板响应RPM项目中各种需求通常是一项繁琐的任务。在这项工作中，我们介绍了Visierra，这是一个设计数据监视仪表板的框架。解释了该开源项目的抽象和不同组成部分，并提供了示例，以支持我们关于此框架在准备快速，高效，准确的监视平台中使用最少编码的索赔。这些平台将涵盖传统RPM项目中的所有必要方面，并将它们与机器学习解决方案等新型功能相结合，并为专家提供更好的数据分析工具以跟踪信息。
Developing and maintaining monitoring panels is undoubtedly the main task in the remote patient monitoring (RPM) systems. Due to the significant variations in desired functionalities, data sources, and objectives, designing an efficient dashboard that responds to the various needs in an RPM project is generally a cumbersome task to carry out. In this work, we present ViSierra, a framework for designing data monitoring dashboards in RPM projects. The abstractions and different components of this open-source project are explained, and examples are provided to support our claim concerning the effectiveness of this framework in preparing fast, efficient, and accurate monitoring platforms with minimal coding. These platforms will cover all the necessary aspects in a traditional RPM project and combine them with novel functionalities such as machine learning solutions and provide better data analysis instruments for the experts to track the information.
