A complete automated pipeline using CNNs and gradient boosted trees quantifies malaria parasitemia and identifies Plasmodium species on field-prepared thin blood films with accuracy near clinical usefulness.
Garnham, ”Malaria parasites and other haemosporidia”, Black- well Scientific Publications Ltd., 1966
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Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information
A complete automated pipeline using CNNs and gradient boosted trees quantifies malaria parasitemia and identifies Plasmodium species on field-prepared thin blood films with accuracy near clinical usefulness.