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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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Pubblicato in:BMC Bioinformatics
Autori principali: Abdurahman, Fetulhak, Fante, Kinde Anlay, Aliy, Mohammed
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2021
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7938584/
https://ncbi.nlm.nih.gov/pubmed/33685401
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04036-4
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