Deep Learning from Label Proportions for Emphysema Quantification

Gerda Bortsova, Florian Dubost, Silas Ørting +5

We propose an end-to-end deep learning method that learns to estimate emphysema extent from proportions of the diseased tissue. These proportions were visually estimated by experts…