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Malaria parasite detection in thick blood smear microscopic images using modified YOLOV3 and YOLOV4 models

BACKGROUND: Manual microscopic examination of Leishman/Giemsa stained thin and thick blood smear is still the “gold standard” for malaria diagnosis. One of the drawbacks of this method is that its accuracy, consistency, and diagnosis speed depend on microscopists’ diagnostic and technical skills. It...

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Detalles Bibliográficos
Autores principales: Abdurahman, Fetulhak, Fante, Kinde Anlay, Aliy, Mohammed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7938584/
https://www.ncbi.nlm.nih.gov/pubmed/33685401
http://dx.doi.org/10.1186/s12859-021-04036-4