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A Cluster-Aggregate-Pool (CAP) ensemble algorithm for improved forecast performance of influenza-like illness

Seasonal influenza causes on average 425,000 hospitalizations and 32,000 deaths per year in the United States. Forecasts of influenza-like illness (ILI) — a surrogate for the proportion of patients infected with influenza — support public health decision making. The goal of an ensemble forecast of I...

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Autores principales: Ningxi Wei, Xinze Zhou, Wei-Min Huang, Thomas McAndrew
Formato: Artigo
Lenguaje:Inglês
Publicado: Elsevier 2025-09-01
Colección:Epidemics
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Acceso en línea:http://www.sciencedirect.com/science/article/pii/S1755436525000209
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