Mosquito species identification using convolutional neural networks with a multitiered ensemble model for novel species detection

With over 3500 mosquito species described, accurate species identification of the few implicated in disease transmission is critical to mosquito borne disease mitigation. Yet this task is hindered by limited global taxonomic expertise and specimen damage consistent across common capture methods. Con...

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Detalles Bibliográficos
Autores principales: Goodwin, Adam, Padmanabhan, Sanket, Hira, Sanchit, Glancey, Margaret, Slinowsky, Monet, Immidisetti, Rakhil, Scavo, Laura, Brey, Jewell, Sai Sudhakar, Bala Murali Manoghar, Ford, Tristan, Heier, Collyn, Linton, Yvonne-Marie, Pecor, David B., Caicedo-Quiroga, Laura, Acharya, Soumyadipta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8249627/
https://www.ncbi.nlm.nih.gov/pubmed/34211009
http://dx.doi.org/10.1038/s41598-021-92891-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8249627/
https://www.ncbi.nlm.nih.gov/pubmed/34211009
http://dx.doi.org/10.1038/s41598-021-92891-9

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