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Towards Real Time Epidemiology: Data Assimilation, Modeling and Anomaly Detection of Health Surveillance Data Streams

An integrated quantitative approach to data assimilation, prediction and anomaly detection over real-time public health surveillance data streams is introduced. The importance of creating dynamical probabilistic models of disease dynamics capable of predicting future new cases from past and present...

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Detalles Bibliográficos
Autores principales: Bettencourt, Luís M. A., Ribeiro, Ruy M., Chowell, Gerardo, Lant, Timothy, Castillo-Chavez, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122958/
http://dx.doi.org/10.1007/978-3-540-72608-1_8