High-Resolution Diabetic Retinopathy Image Synthesis Manipulated by Grading and Lesions

Author:

Zhou Yi,He Xiaodong,Cui Shanshan,Zhu Fan,Liu Li,Shao Ling

Publisher

Springer International Publishing

Reference16 articles.

1. Kaggle diabetic retinopathy detection competition. https://www.kaggle.com/c/diabetic-retinopathy-detection

2. Costa, P., et al.: Towards adversarial retinal image synthesis. arXiv preprint arXiv:1701.08974 (2017)

3. Goodfellow, I., et al.: Generative adversarial nets. In: NIPS, pp. 2672–2680 (2014)

4. Gulshan, V., et al.: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs. JAMA 316(22), 2402–2410 (2016)

5. Huang, X., Belongie, S.: Arbitrary style transfer in real-time with adaptive instance normalization. In: IEEE ICCV, pp. 1501–1510 (2017)

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