Enhancing Breast Cancer Detection Systems: Augmenting Mammogram Images Using Generative Adversarial Networks
Scopus Indexed
Published in Data-Driven Clinical Decision-Making Using Deep Learning in Imaging (Studies in Big Data, Vol. 152), Springer, 2024
Designed a generator–discriminator GAN architecture to synthesize breast-cancer ROI images, augmenting sparse mammogram datasets to support downstream classification model training.