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Accurate classification of white blood cells by coupling pre-trained ResNet and DenseNet with SCAM mechanism

BACKGROUND: Via counting the different kinds of white blood cells (WBCs), a good quantitative description of a person’s health status is obtained, thus forming the critical aspects for the early treatment of several diseases. Thereby, correct classification of WBCs is crucial. Unfortunately, the man...

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Detalles Bibliográficos
Autores principales: Chen, Hua, Liu, Juan, Hua, Chunbing, Feng, Jing, Pang, Baochuan, Cao, Dehua, Li, Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9287918/
https://www.ncbi.nlm.nih.gov/pubmed/35840897
http://dx.doi.org/10.1186/s12859-022-04824-6