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eess.IV2019
Quality analysis of DCGAN-generated mammography lesions
Basel Alyafi, Oliver Diaz, Joan C Vilanova +2
Medical image synthesis has gained a great focus recently, especially after the introduction of Generative Adversarial Networks (GANs). GANs have been used widely to provide anatom…
eess.IV2019
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography
Basel Alyafi, Oliver Diaz, Robert Marti
Early detection of breast cancer has a major contribution to curability, and using mammographic images, this can be achieved non-invasively. Supervised deep learning, the dominant…