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Breast cancer histopathology image classification through assembling multiple compact CNNs

BACKGROUND: Breast cancer causes hundreds of thousands of deaths each year worldwide. The early stage diagnosis and treatment can significantly reduce the mortality rate. However, the traditional manual diagnosis needs intense workload, and diagnostic errors are prone to happen with the prolonged wo...

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Detalles Bibliográficos
Autores principales: Zhu, Chuang, Song, Fangzhou, Wang, Ying, Dong, Huihui, Guo, Yao, Liu, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6805574/
https://www.ncbi.nlm.nih.gov/pubmed/31640686
http://dx.doi.org/10.1186/s12911-019-0913-x