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active surveillance 1bayesian modeling 1disease surveillance 1passive surveillance 1spatiotemporal analysis 1

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1 paper

stat.AP2026

A Bayesian Spatiotemporal Model to Estimate Disease Burden Using Hospital-Based Active Surveillance

Brent Strong, Claudia Muñoz-Zanzi, Caitlin Ward

The paper introduces a Bayesian spatiotemporal model that integrates spatially misaligned passive and active hospital surveillance data, accounting for imperfect diagnostic testing…