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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...
Autores principales: | Zheng, Guangyuan, Han, Guanghui, Soomro, Nouman Q., Ma, Linjuan, Zhang, Fuquan, Zhao, Yanfeng, Zhao, Xinming, Zhou, Chunwu |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2019
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Materias: | |
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 |
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