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...

Descripción completa

Detalles Bibliográficos
Autores principales: Abbas, Syed Saiden, Dijkstra, Tjeerd M. H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7585298/
https://www.ncbi.nlm.nih.gov/pubmed/33097073
http://dx.doi.org/10.1186/s13000-020-01040-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7585298/
https://www.ncbi.nlm.nih.gov/pubmed/33097073
http://dx.doi.org/10.1186/s13000-020-01040-9

Ejemplares similares