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Modern biosurveillance applications look for unusual patterns of disease with respect to geographic regions and seasonal trends. Using SPIN, the AEGIS system demonstrated near real-time situational awareness for public health departments. SPIN enables patient de-identification and reasserts hospitals as stewards of patient privacy while allowing emergency investigations to occur on only those cases which signal public health outbreaks.
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