KnowYourColors: Visual dashboards for blood metrics and healthcare analytics

Kristopher Reese, Russell Bessette, Pricilla Hancock
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引用次数: 3

Abstract

The understanding of medical test results is markedly improved through the use of visual analytics. While traditional theorists in the field of healthcare analytics seek to improve decision making through data mining and machine learning, Visual Analytics augments that intelligence by providing an interface to integrate all of the data in a composite image. KnowYourColors™ is a visual analytics interface providing many dashboards to help the healthcare and insurance providers make better decisions in treatment and spending. This paper discusses many of the visualizations that are used in those applications. This includes new visualizations focused around polar area diagrams that are designed for showing blood metrics and visualizations of prior research work that help in the decision making process. This paper also demonstrates the effectiveness of the application and the reactions of physicians and patients.
KnowYourColors:用于血液指标和医疗保健分析的可视化仪表板
通过使用可视化分析,对医学检查结果的理解得到了显著提高。虽然医疗保健分析领域的传统理论家试图通过数据挖掘和机器学习来改进决策制定,但Visual analytics通过提供将所有数据集成到合成图像中的接口来增强智能。KnowYourColors™是一个可视化分析界面,提供许多仪表板,帮助医疗保健和保险提供商在治疗和支出方面做出更好的决策。本文讨论了这些应用程序中使用的许多可视化。这包括围绕极地区域图的新可视化,旨在显示血液指标,以及有助于决策过程的先前研究工作的可视化。本文还论证了应用的有效性和医患反应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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