Towards annotation-efficient segmentation via image-to-image translation

Eugene Vorontsov, Pavlo Molchanov, Christopher Beckham +2

Often in medical imaging, it is prohibitively challenging to produce enough boundary annotations to train deep neural networks for accurate tumor segmentation. We propose the use o…