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...

Celý popis

Podrobná bibliografia

Vydané v:	ICT express Ročník 4; číslo 4; s. 247 - 254
Hlavní autori:	Shallu, Mehra, Rajesh
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier 01.12.2018 한국통신학회
Predmet:	전자/정보통신공학
ISSN:	2405-9595, 2405-9595
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!