Learning to Segment Medical Images with Scribble-Supervision Alone

no code implementations • 12 Jul 2018 • Yigit B. Can, Krishna Chaitanya, Basil Mustafa, Lisa M. Koch, Ender Konukoglu, Christian F. Baumgartner

We find that the networks trained on scribbles suffer from a remarkably small degradation in Dice of only 2. 9% (cardiac) and 4. 5% (prostate) with respect to a network trained on full annotations.

Anatomy Image Segmentation +3