Mike E. Davies

Signed Laplacian Deep Learning with Adversarial Augmentation for Improved Mammography Diagnosis

2019 · arXiv (Cornell University)

Computer-aided breast cancer diagnosis in mammography is limited by inadequate data and the similarity between benign and cancerous masses. To address this, we propose a signed graph regularized deep neural network with adversarial augmentation, named …