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Detection and stage classification of Plasmodium falciparum from images of Giemsa stained thin blood films using random forest classifiers
BACKGROUND: The conventional method for the diagnosis of malaria parasites is the microscopic examination of stained blood films, which is time consuming and requires expertise. We introduce computer-based image segmentation and life stage classification with a random forest classifier. Segmentation...
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| Publié dans: | Diagn Pathol |
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| Auteurs principaux: | , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
BioMed Central
2020
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7585298/ https://ncbi.nlm.nih.gov/pubmed/33097073 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13000-020-01040-9 |
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