GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network

Florian Dubost, Gerda Bortsova, Hieab Adams +4

We propose a novel convolutional neural network for lesion detection from weak labels. Only a single, global label per image - the lesion count - is needed for training. We train a…