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Retinal image synthesis from multiple-landmarks input with generative adversarial networks

BACKGROUND: Medical datasets, especially medical images, are often imbalanced due to the different incidences of various diseases. To address this problem, many methods have been proposed to synthesize medical images using generative adversarial networks (GANs) to enlarge training datasets for facil...

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Detalles Bibliográficos
Publicado en:Biomed Eng Online
Main Authors: Yu, Zekuan, Xiang, Qing, Meng, Jiahao, Kou, Caixia, Ren, Qiushi, Lu, Yanye
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6528202/
https://ncbi.nlm.nih.gov/pubmed/31113438
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12938-019-0682-x
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