Deep Learning-based Denoising of Mammographic Images using Physics-driven Data Augmentation

no code implementations • 11 Dec 2019 • Dominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas Maier

In this study, we propose a deep learning method based on Convolutional Neural Networks (CNNs) for mammogram denoising to improve the image quality.

Data Augmentation Denoising