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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Biomed Eng Online
Hauptverfasser: Yu, Zekuan, Xiang, Qing, Meng, Jiahao, Kou, Caixia, Ren, Qiushi, Lu, Yanye
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2019
Schlagworte:
Online Zugang: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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