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Updated: Jun 28, 2026

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques
Published on: January 2, 2011
Reducing HIE costs through real-time data feed visualizations
Timothy Coffman1, Jameson P Porter, Mark E Frisse
1Vanderbilt Center for Better Health, Vanderbilt University, Nashville, TN, USA.
Abstract:
Reliable and cost-effective health information exchanges require real-time monitoring of data sources, especially during implementation and deployment. MidSouth eHealth Alliance developers created a tool for real-time visualization of data feed logs which summarizes activity over multiple time windows and across different components, sources, and event types. This representation allows maintainers to differentiate between expected patterns and events that require rapid intervention to ensure reliable data handling, supporting efficient monitoring of and response to anomalous activity.
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