A Novel Computer-Aided Diagnosis Scheme on Small Annotated Set: G2C-CAD.

Purpose. Computer-aided diagnosis (CAD) can aid in improving diagnostic level; however, the main problem currently faced by CAD is that it cannot obtain sufficient labeled samples. To solve this problem, in this study, we adopt a generative adversarial network (GAN) approach and design a semisupervi...

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Bibliographic Details

Published in:	BioMed Research International pp. 1 - 15
Main Authors:	Zheng, Guangyuan, Han, Guanghui, Soomro, Nouman Q., Ma, Linjuan, Zhang, Fuquan, Zhao, Yanfeng, Zhao, Xinming, Zhou, Chunwu
Format:	computer program equations & formulas pictorial research tables/charts Journal Article
Published:	Wiley-Blackwell 4/15/2019
Online Access:	View this record in EBSCOhost