GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

Maayan Frid-Adar, Idit Diamant, Eyal Klang +3

Deep learning methods, and in particular convolutional neural networks (CNNs), have led to an enormous breakthrough in a wide range of computer vision tasks, primarily by using lar…