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
Publicado en:Sci Rep
Main Authors: 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: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2019
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Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6811674/
https://ncbi.nlm.nih.gov/pubmed/31645604
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-51564-4
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