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An interpretable time series machine learning method for varying forecast and nowcast lengths in wastewater-based epidemiology

Wastewater-based epidemiology has emerged as a viable tool for monitoring disease prevalence in a population. This paper details a time series machine learning (TSML) method for predicting COVID-19 cases from wastewater and environmental variables. The TSML method utilizes a number of techniques to...

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Detalles Bibliográficos
Autores principales: Lai, Mallory, Wulff, Shaun S., Cao, Yongtao, Robinson, Timothy J., Rajapaksha, Rasika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10562867/
https://www.ncbi.nlm.nih.gov/pubmed/37822674
http://dx.doi.org/10.1016/j.mex.2023.102382

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