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WBC image classification and generative models based on convolutional neural network

BACKGROUND: Computer-aided methods for analyzing white blood cells (WBC) are popular due to the complexity of the manual alternatives. Recent works have shown highly accurate segmentation and detection of white blood cells from microscopic blood images. However, the classification of the observed ce...

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Detalles Bibliográficos
Autores principales: Jung, Changhun, Abuhamad, Mohammed, Mohaisen, David, Han, Kyungja, Nyang, DaeHun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9121596/
https://www.ncbi.nlm.nih.gov/pubmed/35596153
http://dx.doi.org/10.1186/s12880-022-00818-1