Breast cancer histology images classification: Training from scratch or transfer learning?

We demonstrated the ability of transfer learning in comparison with the fully-trained network on the histopathological imaging modality by considering three pre-trained networks: VGG16, VGG19, and ResNet50 and analyzed their behavior for magnification independent breast cancer classification. Concur...

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Bibliographic Details

Published in:	ICT express Vol. 4; no. 4; pp. 247 - 254
Main Authors:	Shallu, Mehra, Rajesh
Format:	Journal Article
Language:	English
Published:	Elsevier 01.12.2018 한국통신학회
Subjects:	전자/정보통신공학
ISSN:	2405-9595, 2405-9595
Online Access:	Get full text
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