Hidden in Plain Sight: Epidemiological Signals in Routine Laboratory Data

Abstract excerpt

Public health monitoring traditionally relies on active reporting from diverse data sources, including clinical and administrative data, disease registries, and population-based surveys. Yet these surveillance methods often face challenges such as incomplete reporting, time lags, and variable population coverage. Meanwhile, diagnostic laboratories routinely generate vast volumes of operational data that are curren...

Topics

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• Acute Disease
• Algorithms
• Electronic Health Records
• England
• Influenza, Human
• Primary Health Care
• Respiratory Tract Infections
• Sentinel Surveillance

Identifiers and source

Literature Corpus work

15b1e1af-bc49-5233-bb62-66cf083ed627

DOI

10.64898/2026.02.05.26345657