Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms

Eric Wu, Kevin Wu, William Lotter

Data scarcity and class imbalance are two fundamental challenges in many machine learning applications to healthcare. Breast cancer classification in mammography exemplifies these…