SingleStrip: learning skull-stripping from a single labeled example

Bella Specktor-Fadida, Malte Hoffmann

Deep learning segmentation relies heavily on labeled data, but manual labeling is laborious and time-consuming, especially for volumetric images such as brain magnetic resonance im…