A portable brightfield and fluorescence microscope toward automated malarial parasitemia quantification in thin blood smears
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DOI: 10.1371/journal.pone.0266441
Abstract: Malaria is often most endemic in remote regions where diagnostic microscopy services are unavailable. In such regions, the use of rapid diagnostic tests fails to quantify parasitemia measurements which reflect the concentration of Plasmodium parasites… read more here.
Keywords: blood; thin blood; microscope; blood smears ... See more keywords
Classification of Plasmodium Malariae dan Plasmodium Ovale in Microscopic Thin Blood Smear Digital Images
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DOI: 10.18517/ijaseit.8.6.6514
Abstract: Malaria is one of the global diseases, which mostly found in eastern Indonesia. It is caused by Plasmodium parasite infection, with four type of common species that are Plasmodium ovale (PO), Plasmodium Malaria (PM), Plasmodium… read more here.
Keywords: plasmodium ovale; thin blood; blood smear; plasmodium ... See more keywords
Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images
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DOI: 10.7717/peerj.4568
Abstract: 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… read more here.
Keywords: neural networks; thin blood; convolutional neural; blood ... See more keywords