Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation

Hyeon Woo Lee, Mert R. Sabuncu, Adrian V. Dalca

We tackle biomedical image segmentation in the scenario of only a few labeled brain MR images. This is an important and challenging task in medical applications, where manual annot…