Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network

Ibrahim Saad Ali, Mamdouh Farouk Mohamed, Yousef Bassyouni Mahdy

Deep Neural Networks (DNNs) show a significant impact on medical imaging. One significant problem with adopting DNNs for skin cancer classification is that the class frequencies in…