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Optimization of convolutional neural network hyperparameters for automatic classification of adult mosquitoes

The economic and social impacts due to diseases transmitted by mosquitoes in the latest years have been significant. Currently, no specific treatment or commercial vaccine exists for the control and prevention of arboviruses, thereby making entomological characterization fundamental in combating dis...

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Detalles Bibliográficos
Autores principales: Motta, Daniel, Santos, Alex Álisson Bandeira, Machado, Bruna Aparecida Souza, Ribeiro-Filho, Otavio Gonçalvez Vicente, Camargo, Luis Octavio Arriaga, Valdenegro-Toro, Matias Alejandro, Kirchner, Frank, Badaró, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7360088/
https://www.ncbi.nlm.nih.gov/pubmed/32663230
http://dx.doi.org/10.1371/journal.pone.0234959