D. P. Kingma, J. Ba, and . Adam, A Method for Stochastic Optimization, 2014.

C. F. Noel, D. Codella, M. E. Gutman, B. Celebi, M. A. Helba 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), 2017.

P. Tschandl, C. Rosendahl, and H. Kittler, The HAM10000 Dataset: A Large Collection of Multi-Source Dermatoscopic Images of Common Pigmented Skin Lesions, 2018.

O. Ronneberger, P. Fischer, T. Brox, and U. , Convolutional Networks for Biomedical Image Segmentation, Medical Image Computing and Computer-Assisted Intervention (MICCAI), LNCS, vol.9351, pp.234-241, 2015.

K. He, X. Zhang, and S. Ren, Jian Sun, Deep Residual Learning for Image Recognition
DOI : 10.1109/cvpr.2016.90
URL : http://arxiv.org/pdf/1512.03385

H. Zhang, M. Cisse, Y. N. Dauphin, and D. Lopez-paz,