Breast cancer histopathology image classification through assembling multiple compact CNNs

Breast cancer histopathology image classification through assembling multiple compact CNNs

Abstract 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 prol...

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Bibliographic Details
Main Authors: Chuang Zhu, Fangzhou Song, Ying Wang, Huihui Dong, Yao Guo, Jun Liu
Format: Article
Language:English
Published: BMC 2019-10-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Breast cancer
Channel pruning
Histopathology
Hybrid CNN
Online Access:http://link.springer.com/article/10.1186/s12911-019-0913-x

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