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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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Détails bibliographiques
Publié dans:Biomed Eng Online
Auteurs principaux: Yu, Zekuan, Xiang, Qing, Meng, Jiahao, Kou, Caixia, Ren, Qiushi, Lu, Yanye
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2019
Sujets:
Accès en ligne: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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