Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images

Malaria is a blood disease caused by the Plasmodium parasites transmitted through the bite of female Anopheles mosquito. Microscopists commonly examine thick and thin blood smears to diagnose disease and compute parasitemia. However, their accuracy depends on smear quality and expertise in classifyi...

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Detalles Bibliográficos
Autores principales: Rajaraman, Sivaramakrishnan, Antani, Sameer K., Poostchi, Mahdieh, Silamut, Kamolrat, Hossain, Md. A., Maude, Richard J., Jaeger, Stefan, Thoma, George R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2018
Materias:
Infectious Diseases
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907772/
https://www.ncbi.nlm.nih.gov/pubmed/29682411
http://dx.doi.org/10.7717/peerj.4568

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5907772/
https://www.ncbi.nlm.nih.gov/pubmed/29682411
http://dx.doi.org/10.7717/peerj.4568

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