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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Detalles Bibliográficos
Autores principales: Zheng, Guangyuan, Han, Guanghui, Soomro, Nouman Q., Ma, Linjuan, Zhang, Fuquan, Zhao, Yanfeng, Zhao, Xinming, Zhou, Chunwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6500711/
https://www.ncbi.nlm.nih.gov/pubmed/31119180
http://dx.doi.org/10.1155/2019/6425963

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6500711/
https://www.ncbi.nlm.nih.gov/pubmed/31119180
http://dx.doi.org/10.1155/2019/6425963

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