A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy

BACKGROUND: Malaria remains a major global health problem with a need for improved field-usable diagnostic tests. We have developed a portable, low-cost digital microscope scanner, capable of both brightfield and fluorescence imaging. Here, we used the instrument to digitize blood smears, and applie...

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Vydáno v:PLoS One
Hlavní autoři: Holmström, Oscar, Stenman, Sebastian, Suutala, Antti, Moilanen, Hannu, Kücükel, Hakan, Ngasala, Billy, Mårtensson, Andreas, Mhamilawa, Lwidiko, Aydin-Schmidt, Berit, Lundin, Mikael, Diwan, Vinod, Linder, Nina, Lundin, Johan
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2020
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Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7671488/
https://ncbi.nlm.nih.gov/pubmed/33201905
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0242355
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