Malaria risk assessment and mapping using satellite imagery and boosted regression trees in the Peruvian Amazon

This is the first study to assess the risk of co-endemic Plasmodium vivax and Plasmodium falciparum transmission in the Peruvian Amazon using boosted regression tree (BRT) models based on social and environmental predictors derived from satellite imagery and data. Yearly cross-validated BRT models w...

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Detalles Bibliográficos
Autores principales: Solano-Villarreal, Elisa, Valdivia, Walter, Pearcy, Morgan, Linard, Catherine, Pasapera-Gonzales, José, Moreno-Gutierrez, Diamantina, Lejeune, Philippe, Llanos-Cuentas, Alejandro, Speybroeck, Niko, Hayette, Marie-Pierre, Rosas-Aguirre, Angel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6811674/
https://www.ncbi.nlm.nih.gov/pubmed/31645604
http://dx.doi.org/10.1038/s41598-019-51564-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6811674/
https://www.ncbi.nlm.nih.gov/pubmed/31645604
http://dx.doi.org/10.1038/s41598-019-51564-4

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