Data Augmentation for Skin Lesion Analysis

Author:

Perez Fábio,Vasconcelos Cristina,Avila Sandra,Valle Eduardo

Publisher

Springer International Publishing

Reference17 articles.

1. Bi, L., Kim, J., Ahn, E., Feng, D.: Automatic skin lesion analysis using large-scale dermoscopy images and deep residual networks. arXiv: 1703.04197 (2017)

2. Bissoto, A., Perez, F., Valle, E., Avila, S.: Skin lesion synthesis with generative adversarial networks. In: ISIC Skin Image Analysis Workshop (2018)

3. Codella, N.C.F., Gutman, D., Celebi, M.E., Helba, B., Marchetti, M.A., Dusza, S.W., et al.: Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC). arXiv: 1710.05006 (2017)

4. Fornaciali, M., Carvalho, M., Bittencourt, F.V., Avila, S., Valle, E.: Towards automated melanoma screening: Proper computer vision & reliable results. arXiv:1604.04024 (2016)

5. He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: IEEE CVPR, pp. 770–778 (2016)

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