23 citations · 31 across the 10 of their papers we have counts for
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cs.CV2017
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…
cs.CV2017★ 1 cited
Transfer Learning by Asymmetric Image Weighting for Segmentation across Scanners
Veronika Cheplygina, Annegreet van Opbroek, M. Arfan Ikram +2
Supervised learning has been very successful for automatic segmentation of images from a single scanner. However, several papers report deteriorated performances when using classif…