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Efficient Classification of White Blood Cell Leukemia with Improved Swarm Optimization of Deep Features

White Blood Cell (WBC) Leukaemia is caused by excessive production of leukocytes in the bone marrow, and image-based detection of malignant WBCs is important for its detection. Convolutional Neural Networks (CNNs) present the current state-of-the-art for this type of image classification, but their...

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Detalles Bibliográficos
Autores principales: Sahlol, Ahmed T., Kollmannsberger, Philip, Ewees, Ahmed A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7018965/
https://www.ncbi.nlm.nih.gov/pubmed/32054876
http://dx.doi.org/10.1038/s41598-020-59215-9