Automatic detection of the parasite Trypanosoma cruzi in blood smears using a machine learning approach applied to mobile phone images

Chagas disease is a life-threatening illness caused by the parasite Trypanosoma cruzi. The diagnosis of the acute form of the disease is performed by trained microscopists who detect parasites in blood smear samples. Since this method requires a dedicated high-resolution camera system attached to th...

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Detalles Bibliográficos
Autores principales: Morais, Mauro César Cafundó, Silva, Diogo, Milagre, Matheus Marques, de Oliveira, Maykon Tavares, Pereira, Thaís, Silva, João Santana, Costa, Luciano da F., Minoprio, Paola, Junior, Roberto Marcondes Cesar, Gazzinelli, Ricardo, de Lana, Marta, Nakaya, Helder I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Bioinformatics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9150695/
https://www.ncbi.nlm.nih.gov/pubmed/35651746
http://dx.doi.org/10.7717/peerj.13470

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9150695/
https://www.ncbi.nlm.nih.gov/pubmed/35651746
http://dx.doi.org/10.7717/peerj.13470

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