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Multiclass malaria parasite recognition based on transformer models and a generative adversarial network

Malaria is an extremely infectious disease and a main cause of death worldwide. Microscopic examination of thin slide serves as a common method for the diagnosis of malaria. Meanwhile, the transformer models have gained increasing popularity in many regions, such as computer vision and natural langu...

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Detalles Bibliográficos
Autores principales: Tan, Dianhuan, Liang, Xianghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10564789/
https://www.ncbi.nlm.nih.gov/pubmed/37816938
http://dx.doi.org/10.1038/s41598-023-44297-y